File size: 184,048 Bytes
30b2407 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923 924 925 926 927 928 929 930 931 932 933 934 935 936 937 938 939 940 941 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959 960 961 962 963 964 965 966 967 968 969 970 971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 991 992 993 994 995 996 997 998 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 1500 1501 1502 1503 1504 1505 1506 1507 1508 1509 1510 1511 1512 1513 1514 1515 1516 1517 1518 1519 1520 1521 1522 1523 1524 1525 1526 1527 1528 1529 1530 1531 1532 1533 1534 1535 1536 1537 1538 1539 1540 1541 1542 1543 1544 1545 1546 1547 1548 1549 1550 1551 1552 1553 1554 1555 1556 1557 1558 1559 1560 1561 1562 1563 1564 1565 1566 1567 1568 1569 1570 1571 1572 1573 1574 1575 1576 1577 1578 1579 1580 1581 1582 1583 1584 1585 1586 1587 1588 1589 1590 1591 1592 1593 1594 1595 1596 1597 1598 1599 1600 1601 1602 1603 1604 1605 1606 1607 1608 1609 1610 1611 1612 1613 1614 1615 1616 1617 1618 1619 1620 1621 1622 1623 1624 1625 1626 1627 1628 1629 1630 1631 1632 1633 1634 1635 1636 1637 1638 1639 1640 1641 1642 1643 1644 1645 1646 1647 1648 1649 1650 1651 1652 1653 1654 1655 1656 1657 1658 1659 1660 1661 1662 1663 1664 1665 1666 1667 1668 1669 1670 1671 1672 1673 1674 1675 1676 1677 1678 1679 1680 1681 1682 1683 1684 1685 1686 1687 1688 1689 1690 1691 1692 1693 1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 1709 1710 1711 1712 1713 1714 1715 1716 1717 1718 1719 1720 1721 1722 1723 1724 1725 1726 1727 1728 1729 1730 1731 1732 1733 1734 1735 1736 1737 1738 1739 1740 1741 1742 1743 1744 1745 1746 1747 1748 1749 1750 1751 1752 1753 1754 1755 1756 1757 1758 1759 1760 1761 1762 1763 1764 1765 1766 1767 1768 1769 1770 1771 1772 1773 1774 1775 1776 1777 1778 1779 1780 1781 1782 1783 1784 1785 1786 1787 1788 1789 1790 1791 1792 1793 1794 1795 1796 1797 1798 1799 1800 1801 1802 1803 1804 1805 1806 1807 1808 1809 1810 1811 1812 1813 1814 1815 1816 1817 1818 1819 1820 1821 1822 1823 1824 1825 1826 1827 1828 1829 1830 1831 1832 1833 1834 1835 1836 1837 1838 1839 1840 1841 1842 1843 1844 1845 1846 1847 1848 1849 1850 1851 1852 1853 1854 1855 1856 1857 1858 1859 1860 1861 1862 1863 1864 1865 1866 1867 1868 1869 1870 1871 1872 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883 1884 1885 1886 1887 1888 1889 1890 1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 1907 1908 1909 1910 1911 1912 1913 1914 1915 1916 1917 1918 1919 1920 1921 1922 1923 1924 1925 1926 1927 1928 1929 1930 1931 1932 1933 1934 1935 1936 1937 1938 1939 1940 1941 1942 1943 1944 1945 1946 1947 1948 1949 1950 1951 1952 1953 1954 1955 1956 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031 2032 2033 2034 2035 2036 2037 2038 2039 2040 2041 2042 2043 2044 2045 2046 2047 2048 2049 2050 2051 2052 2053 2054 2055 2056 2057 2058 2059 2060 2061 2062 2063 2064 2065 2066 2067 2068 2069 2070 2071 2072 2073 2074 2075 2076 2077 2078 2079 2080 2081 2082 2083 2084 2085 2086 2087 2088 2089 2090 2091 2092 2093 2094 2095 2096 2097 2098 2099 2100 2101 2102 2103 2104 2105 2106 2107 2108 2109 2110 2111 2112 2113 2114 2115 2116 2117 2118 2119 2120 2121 2122 2123 2124 2125 2126 2127 2128 2129 2130 2131 2132 2133 2134 2135 2136 2137 2138 2139 2140 2141 2142 2143 2144 2145 2146 2147 2148 2149 2150 2151 2152 2153 2154 2155 2156 2157 2158 2159 2160 2161 2162 2163 2164 2165 2166 2167 2168 2169 2170 2171 2172 2173 2174 2175 2176 2177 2178 2179 2180 2181 2182 2183 2184 2185 2186 2187 2188 2189 2190 2191 2192 2193 2194 2195 2196 2197 2198 2199 2200 2201 2202 2203 2204 2205 2206 2207 2208 2209 2210 2211 2212 2213 2214 2215 2216 2217 2218 2219 2220 2221 2222 2223 2224 2225 2226 2227 2228 2229 2230 2231 2232 2233 2234 2235 2236 2237 2238 2239 2240 2241 2242 2243 2244 2245 2246 2247 2248 2249 2250 2251 2252 2253 2254 2255 2256 2257 2258 2259 2260 2261 2262 2263 2264 2265 2266 2267 2268 2269 2270 2271 2272 2273 2274 2275 2276 2277 2278 2279 2280 2281 2282 2283 2284 2285 2286 2287 2288 2289 2290 2291 2292 2293 2294 2295 2296 2297 2298 2299 2300 2301 2302 2303 2304 2305 2306 2307 2308 2309 2310 2311 2312 2313 2314 2315 2316 2317 2318 2319 2320 2321 2322 2323 2324 2325 2326 2327 2328 2329 2330 2331 2332 2333 2334 2335 2336 2337 2338 2339 2340 2341 2342 2343 2344 2345 2346 2347 2348 2349 2350 2351 2352 2353 2354 2355 2356 2357 2358 2359 2360 2361 2362 2363 2364 2365 2366 2367 2368 2369 2370 2371 2372 2373 2374 2375 2376 2377 2378 2379 2380 2381 2382 2383 2384 2385 2386 2387 2388 2389 2390 2391 2392 2393 2394 2395 2396 2397 2398 2399 2400 2401 2402 2403 2404 2405 2406 2407 2408 2409 2410 2411 2412 2413 2414 2415 2416 2417 2418 2419 2420 2421 2422 2423 2424 2425 2426 2427 2428 2429 2430 2431 2432 2433 2434 2435 2436 2437 2438 2439 2440 2441 2442 2443 2444 2445 2446 2447 2448 2449 2450 2451 2452 2453 2454 2455 2456 2457 2458 2459 2460 2461 2462 2463 2464 2465 2466 2467 2468 2469 2470 2471 2472 2473 2474 2475 2476 2477 2478 2479 2480 2481 2482 2483 2484 2485 2486 2487 2488 2489 2490 2491 2492 2493 2494 2495 2496 2497 2498 2499 2500 2501 2502 2503 2504 2505 2506 2507 2508 2509 2510 2511 2512 2513 2514 2515 2516 2517 2518 2519 2520 2521 2522 2523 2524 2525 2526 2527 2528 2529 2530 2531 2532 2533 2534 2535 2536 2537 2538 2539 2540 2541 2542 2543 2544 2545 2546 2547 2548 2549 2550 2551 2552 2553 2554 2555 2556 2557 2558 2559 2560 2561 2562 2563 2564 2565 2566 2567 2568 2569 2570 2571 2572 2573 2574 2575 2576 2577 2578 2579 2580 2581 2582 2583 2584 2585 2586 2587 2588 2589 2590 2591 2592 2593 2594 2595 2596 2597 |
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "65e35379",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<All keys matched successfully>"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import os\n",
"os.environ['HF_ENDPOINT'] = 'https://hf-mirror.com'\n",
"import torch\n",
"import torch.nn as nn\n",
"import timm\n",
"torch.manual_seed(3407)\n",
"torch.cuda.manual_seed(3407)\n",
"# 定义GELU_PyTorch_Tanh类\n",
"class GELU_PyTorch_Tanh(nn.Module):\n",
" def forward(self, x):\n",
" return 0.5 * x * (1 + torch.tanh((2 / torch.pi) ** 0.5 * (x + 0.044715 * x ** 3)))\n",
"\n",
"# 定义CustomModel类\n",
"class CustomModel(nn.Module):\n",
" def __init__(self, base_model):\n",
" super(CustomModel, self).__init__()\n",
" self.base_model = base_model\n",
" \n",
" # 定义新的分类层\n",
" self.fc1 = nn.Linear(1536, 2048) # EfficientNet-B1的输出维度是1536\n",
" self.bn1 = nn.BatchNorm1d(2048)\n",
" self.dropout1 = nn.Dropout(p=0.5) \n",
" self.fc2 = nn.Linear(2048, 2048)\n",
" self.bn2 = nn.BatchNorm1d(2048)\n",
" self.gelu = GELU_PyTorch_Tanh()\n",
" self.dropout2 = nn.Dropout(p=0.5)\n",
" \n",
" self.final_fc = nn.Linear(2048, 1) # 二分类问题，输出维度为1\n",
" self.sigmoid = nn.Sigmoid()\n",
" \n",
" def forward(self, x):\n",
" x = self.base_model(x)\n",
" x = self.fc1(x)\n",
" x = self.bn1(x)\n",
" x = self.gelu(x)\n",
" x = self.dropout1(x)\n",
" x = self.fc2(x)\n",
" x = self.bn2(x)\n",
" x = self.gelu(x)\n",
" x = self.dropout2(x)\n",
" x = self.final_fc(x)\n",
" x = self.sigmoid(x)\n",
" return x\n",
"\n",
"# 创建基础模型\n",
"base_model = timm.create_model('tf_efficientnet_b3.ns_jft_in1k', pretrained=True, num_classes=0)\n",
"base_model = base_model.cuda()\n",
"\n",
"# 创建自定义模型\n",
"custom_model = CustomModel(base_model)\n",
"custom_model = custom_model.cuda()\n",
"\n",
"# 加载保存的模型权重\n",
"checkpoint_path = \"E:\\\\下载\\\\custom_model_96.64.pt\"\n",
"custom_model.load_state_dict(torch.load(checkpoint_path))"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "3f695d9a",
"metadata": {},
"outputs": [],
"source": [
"from PIL import Image\n",
"from torchvision import transforms\n",
"custom_model.eval()\n",
"transform = transforms.Compose([\n",
" transforms.Resize((300, 300)),\n",
" transforms.ToTensor(),\n",
" transforms.Normalize(\n",
" mean=[0.485, 0.456, 0.406],\n",
" std=[0.229, 0.224, 0.225]\n",
" )\n",
"])"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "a8a96208",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Image: 0.png, probabilities: tensor([[0.9870]], device='cuda:0')\n",
"Image: 1001.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1003.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 101.png, probabilities: tensor([[0.9978]], device='cuda:0')\n",
"Image: 1012.png, probabilities: tensor([[0.4747]], device='cuda:0')\n",
"Image: 1013.png, probabilities: tensor([[0.8764]], device='cuda:0')\n",
"Image: 1017.png, probabilities: tensor([[0.3660]], device='cuda:0')\n",
"Image: 102.png, probabilities: tensor([[0.9619]], device='cuda:0')\n",
"Image: 1021.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1023.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1027.png, probabilities: tensor([[0.1112]], device='cuda:0')\n",
"Image: 1029.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1030.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1033.png, probabilities: tensor([[0.7425]], device='cuda:0')\n",
"Image: 1034.png, probabilities: tensor([[0.8482]], device='cuda:0')\n",
"Image: 1036.png, probabilities: tensor([[0.8803]], device='cuda:0')\n",
"Image: 1038.png, probabilities: tensor([[0.8936]], device='cuda:0')\n",
"Image: 104.png, probabilities: tensor([[0.9625]], device='cuda:0')\n",
"Image: 1044.png, probabilities: tensor([[0.8434]], device='cuda:0')\n",
"Image: 1045.png, probabilities: tensor([[0.7953]], device='cuda:0')\n",
"Image: 1046.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1047.png, probabilities: tensor([[0.9726]], device='cuda:0')\n",
"Image: 1048.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1049.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 105.png, probabilities: tensor([[0.9905]], device='cuda:0')\n",
"Image: 1050.png, probabilities: tensor([[0.9679]], device='cuda:0')\n",
"Image: 1051.png, probabilities: tensor([[0.1384]], device='cuda:0')\n",
"Image: 1054.png, probabilities: tensor([[0.5965]], device='cuda:0')\n",
"Image: 1055.png, probabilities: tensor([[0.9966]], device='cuda:0')\n",
"Image: 1056.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 1057.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1059.png, probabilities: tensor([[0.9962]], device='cuda:0')\n",
"Image: 106.png, probabilities: tensor([[0.9992]], device='cuda:0')\n",
"Image: 1060.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1061.png, probabilities: tensor([[0.9782]], device='cuda:0')\n",
"Image: 1063.png, probabilities: tensor([[0.9249]], device='cuda:0')\n",
"Image: 1066.png, probabilities: tensor([[0.9920]], device='cuda:0')\n",
"Image: 1067.png, probabilities: tensor([[0.2314]], device='cuda:0')\n",
"Image: 1068.png, probabilities: tensor([[0.4764]], device='cuda:0')\n",
"Image: 1069.png, probabilities: tensor([[0.8593]], device='cuda:0')\n",
"Image: 107.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1070.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1071.png, probabilities: tensor([[0.3970]], device='cuda:0')\n",
"Image: 1072.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 1074.png, probabilities: tensor([[0.9879]], device='cuda:0')\n",
"Image: 1077.png, probabilities: tensor([[0.9693]], device='cuda:0')\n",
"Image: 1079.png, probabilities: tensor([[0.9987]], device='cuda:0')\n",
"Image: 1080.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1081.png, probabilities: tensor([[0.7499]], device='cuda:0')\n",
"Image: 1082.png, probabilities: tensor([[0.9958]], device='cuda:0')\n",
"Image: 1083.png, probabilities: tensor([[0.9797]], device='cuda:0')\n",
"Image: 1085.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1086.png, probabilities: tensor([[0.9814]], device='cuda:0')\n",
"Image: 1087.png, probabilities: tensor([[0.4875]], device='cuda:0')\n",
"Image: 1088.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 109.png, probabilities: tensor([[0.8806]], device='cuda:0')\n",
"Image: 1091.png, probabilities: tensor([[0.6801]], device='cuda:0')\n",
"Image: 1092.png, probabilities: tensor([[0.2624]], device='cuda:0')\n",
"Image: 1093.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1097.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1098.png, probabilities: tensor([[0.9976]], device='cuda:0')\n",
"Image: 1099.png, probabilities: tensor([[0.9905]], device='cuda:0')\n",
"Image: 1101.png, probabilities: tensor([[0.9907]], device='cuda:0')\n",
"Image: 1102.png, probabilities: tensor([[0.0986]], device='cuda:0')\n",
"Image: 1104.png, probabilities: tensor([[0.9983]], device='cuda:0')\n",
"Image: 1106.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1108.png, probabilities: tensor([[0.9296]], device='cuda:0')\n",
"Image: 1113.png, probabilities: tensor([[0.9960]], device='cuda:0')\n",
"Image: 1115.png, probabilities: tensor([[0.1286]], device='cuda:0')\n",
"Image: 1119.png, probabilities: tensor([[0.1011]], device='cuda:0')\n",
"Image: 1122.png, probabilities: tensor([[0.1387]], device='cuda:0')\n",
"Image: 1123.png, probabilities: tensor([[0.1501]], device='cuda:0')\n",
"Image: 1124.png, probabilities: tensor([[0.9937]], device='cuda:0')\n",
"Image: 1126.png, probabilities: tensor([[0.9945]], device='cuda:0')\n",
"Image: 1127.png, probabilities: tensor([[0.9119]], device='cuda:0')\n",
"Image: 1129.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 113.png, probabilities: tensor([[0.8022]], device='cuda:0')\n",
"Image: 1130.png, probabilities: tensor([[0.6819]], device='cuda:0')\n",
"Image: 1133.png, probabilities: tensor([[0.9682]], device='cuda:0')\n",
"Image: 1134.png, probabilities: tensor([[0.9387]], device='cuda:0')\n",
"Image: 1136.png, probabilities: tensor([[0.7127]], device='cuda:0')\n",
"Image: 1139.png, probabilities: tensor([[0.9535]], device='cuda:0')\n",
"Image: 114.png, probabilities: tensor([[0.9868]], device='cuda:0')\n",
"Image: 1140.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1143.png, probabilities: tensor([[0.9205]], device='cuda:0')\n",
"Image: 1145.png, probabilities: tensor([[0.9473]], device='cuda:0')\n",
"Image: 1146.png, probabilities: tensor([[0.5585]], device='cuda:0')\n",
"Image: 1148.png, probabilities: tensor([[0.7205]], device='cuda:0')\n",
"Image: 1149.png, probabilities: tensor([[0.0907]], device='cuda:0')\n",
"Image: 1156.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 1158.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1160.png, probabilities: tensor([[0.1535]], device='cuda:0')\n",
"Image: 1161.png, probabilities: tensor([[0.0995]], device='cuda:0')\n",
"Image: 1165.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1167.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 117.png, probabilities: tensor([[0.9958]], device='cuda:0')\n",
"Image: 1170.png, probabilities: tensor([[0.9980]], device='cuda:0')\n",
"Image: 1171.png, probabilities: tensor([[0.9984]], device='cuda:0')\n",
"Image: 1173.png, probabilities: tensor([[0.7741]], device='cuda:0')\n",
"Image: 1174.png, probabilities: tensor([[0.8610]], device='cuda:0')\n",
"Image: 1176.png, probabilities: tensor([[0.9992]], device='cuda:0')\n",
"Image: 1179.png, probabilities: tensor([[0.1213]], device='cuda:0')\n",
"Image: 1180.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 1184.png, probabilities: tensor([[0.9542]], device='cuda:0')\n",
"Image: 1186.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 1192.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1194.png, probabilities: tensor([[0.5924]], device='cuda:0')\n",
"Image: 1195.png, probabilities: tensor([[0.9977]], device='cuda:0')\n",
"Image: 1197.png, probabilities: tensor([[0.9943]], device='cuda:0')\n",
"Image: 1198.png, probabilities: tensor([[0.9941]], device='cuda:0')\n",
"Image: 120.png, probabilities: tensor([[0.3034]], device='cuda:0')\n",
"Image: 1200.png, probabilities: tensor([[0.4169]], device='cuda:0')\n",
"Image: 1202.png, probabilities: tensor([[0.3209]], device='cuda:0')\n",
"Image: 1203.png, probabilities: tensor([[0.9985]], device='cuda:0')\n",
"Image: 1204.png, probabilities: tensor([[0.9992]], device='cuda:0')\n",
"Image: 1207.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 1208.png, probabilities: tensor([[0.9964]], device='cuda:0')\n",
"Image: 1209.png, probabilities: tensor([[0.9199]], device='cuda:0')\n",
"Image: 1210.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1212.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1216.png, probabilities: tensor([[0.9989]], device='cuda:0')\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Image: 1221.png, probabilities: tensor([[0.2516]], device='cuda:0')\n",
"Image: 1223.png, probabilities: tensor([[0.9824]], device='cuda:0')\n",
"Image: 1225.png, probabilities: tensor([[0.9992]], device='cuda:0')\n",
"Image: 1226.png, probabilities: tensor([[0.1175]], device='cuda:0')\n",
"Image: 123.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1231.png, probabilities: tensor([[0.2057]], device='cuda:0')\n",
"Image: 1237.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 124.png, probabilities: tensor([[0.1492]], device='cuda:0')\n",
"Image: 1242.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 1243.png, probabilities: tensor([[0.1029]], device='cuda:0')\n",
"Image: 1246.png, probabilities: tensor([[0.8458]], device='cuda:0')\n",
"Image: 1248.png, probabilities: tensor([[0.9992]], device='cuda:0')\n",
"Image: 125.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1252.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1256.png, probabilities: tensor([[0.9500]], device='cuda:0')\n",
"Image: 1258.png, probabilities: tensor([[0.3090]], device='cuda:0')\n",
"Image: 126.png, probabilities: tensor([[0.5581]], device='cuda:0')\n",
"Image: 1263.png, probabilities: tensor([[0.9484]], device='cuda:0')\n",
"Image: 1266.png, probabilities: tensor([[0.1942]], device='cuda:0')\n",
"Image: 1267.png, probabilities: tensor([[0.9890]], device='cuda:0')\n",
"Image: 1268.png, probabilities: tensor([[0.6980]], device='cuda:0')\n",
"Image: 127.png, probabilities: tensor([[0.0855]], device='cuda:0')\n",
"Image: 1272.png, probabilities: tensor([[0.9168]], device='cuda:0')\n",
"Image: 1273.png, probabilities: tensor([[0.4096]], device='cuda:0')\n",
"Image: 1274.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1276.png, probabilities: tensor([[0.8828]], device='cuda:0')\n",
"Image: 1278.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1279.png, probabilities: tensor([[0.3595]], device='cuda:0')\n",
"Image: 128.png, probabilities: tensor([[0.8361]], device='cuda:0')\n",
"Image: 1281.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1287.png, probabilities: tensor([[0.9835]], device='cuda:0')\n",
"Image: 1289.png, probabilities: tensor([[0.9596]], device='cuda:0')\n",
"Image: 1290.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1291.png, probabilities: tensor([[0.1626]], device='cuda:0')\n",
"Image: 1292.png, probabilities: tensor([[0.2232]], device='cuda:0')\n",
"Image: 1293.png, probabilities: tensor([[0.1390]], device='cuda:0')\n",
"Image: 1294.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 13.png, probabilities: tensor([[0.9966]], device='cuda:0')\n",
"Image: 130.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1300.png, probabilities: tensor([[0.9068]], device='cuda:0')\n",
"Image: 1301.png, probabilities: tensor([[0.2671]], device='cuda:0')\n",
"Image: 1302.png, probabilities: tensor([[0.7432]], device='cuda:0')\n",
"Image: 1306.png, probabilities: tensor([[0.9917]], device='cuda:0')\n",
"Image: 1307.png, probabilities: tensor([[0.6839]], device='cuda:0')\n",
"Image: 1308.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1309.png, probabilities: tensor([[0.8998]], device='cuda:0')\n",
"Image: 131.png, probabilities: tensor([[0.0907]], device='cuda:0')\n",
"Image: 1310.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1311.png, probabilities: tensor([[0.9401]], device='cuda:0')\n",
"Image: 1316.png, probabilities: tensor([[0.5562]], device='cuda:0')\n",
"Image: 1318.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 132.png, probabilities: tensor([[0.3011]], device='cuda:0')\n",
"Image: 1321.png, probabilities: tensor([[0.9382]], device='cuda:0')\n",
"Image: 1324.png, probabilities: tensor([[0.5083]], device='cuda:0')\n",
"Image: 1327.png, probabilities: tensor([[0.5657]], device='cuda:0')\n",
"Image: 1329.png, probabilities: tensor([[0.2850]], device='cuda:0')\n",
"Image: 133.png, probabilities: tensor([[0.9907]], device='cuda:0')\n",
"Image: 1330.png, probabilities: tensor([[0.8904]], device='cuda:0')\n",
"Image: 1334.png, probabilities: tensor([[0.2362]], device='cuda:0')\n",
"Image: 1335.png, probabilities: tensor([[0.9946]], device='cuda:0')\n",
"Image: 1340.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1341.png, probabilities: tensor([[0.9090]], device='cuda:0')\n",
"Image: 1345.png, probabilities: tensor([[0.2511]], device='cuda:0')\n",
"Image: 1346.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1347.png, probabilities: tensor([[0.8460]], device='cuda:0')\n",
"Image: 135.png, probabilities: tensor([[0.1955]], device='cuda:0')\n",
"Image: 1352.png, probabilities: tensor([[0.9975]], device='cuda:0')\n",
"Image: 1353.png, probabilities: tensor([[0.9937]], device='cuda:0')\n",
"Image: 1358.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 136.png, probabilities: tensor([[0.6670]], device='cuda:0')\n",
"Image: 1365.png, probabilities: tensor([[0.9574]], device='cuda:0')\n",
"Image: 137.png, probabilities: tensor([[0.0762]], device='cuda:0')\n",
"Image: 1370.png, probabilities: tensor([[0.2697]], device='cuda:0')\n",
"Image: 1374.png, probabilities: tensor([[0.7601]], device='cuda:0')\n",
"Image: 1375.png, probabilities: tensor([[0.9987]], device='cuda:0')\n",
"Image: 1378.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 1379.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 138.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 1381.png, probabilities: tensor([[0.0980]], device='cuda:0')\n",
"Image: 1386.png, probabilities: tensor([[0.1871]], device='cuda:0')\n",
"Image: 139.png, probabilities: tensor([[0.2436]], device='cuda:0')\n",
"Image: 1395.png, probabilities: tensor([[0.5804]], device='cuda:0')\n",
"Image: 1398.png, probabilities: tensor([[0.8648]], device='cuda:0')\n",
"Image: 1399.png, probabilities: tensor([[0.9247]], device='cuda:0')\n",
"Image: 14.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1400.png, probabilities: tensor([[0.0894]], device='cuda:0')\n",
"Image: 1401.png, probabilities: tensor([[0.9846]], device='cuda:0')\n",
"Image: 1407.png, probabilities: tensor([[0.9122]], device='cuda:0')\n",
"Image: 141.png, probabilities: tensor([[0.9969]], device='cuda:0')\n",
"Image: 1413.png, probabilities: tensor([[0.9852]], device='cuda:0')\n",
"Image: 1414.png, probabilities: tensor([[0.8910]], device='cuda:0')\n",
"Image: 142.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1423.png, probabilities: tensor([[0.8451]], device='cuda:0')\n",
"Image: 1425.png, probabilities: tensor([[0.1469]], device='cuda:0')\n",
"Image: 1428.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1429.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1430.png, probabilities: tensor([[0.5534]], device='cuda:0')\n",
"Image: 1432.png, probabilities: tensor([[0.8713]], device='cuda:0')\n",
"Image: 1435.png, probabilities: tensor([[0.9985]], device='cuda:0')\n",
"Image: 1437.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1438.png, probabilities: tensor([[0.8086]], device='cuda:0')\n",
"Image: 1439.png, probabilities: tensor([[0.6437]], device='cuda:0')\n",
"Image: 144.png, probabilities: tensor([[0.7723]], device='cuda:0')\n",
"Image: 1445.png, probabilities: tensor([[0.9528]], device='cuda:0')\n",
"Image: 1447.png, probabilities: tensor([[0.9652]], device='cuda:0')\n",
"Image: 1448.png, probabilities: tensor([[0.8027]], device='cuda:0')\n",
"Image: 145.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 1455.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1463.png, probabilities: tensor([[0.8051]], device='cuda:0')\n",
"Image: 1466.png, probabilities: tensor([[0.7696]], device='cuda:0')\n",
"Image: 1470.png, probabilities: tensor([[0.9980]], device='cuda:0')\n",
"Image: 1473.png, probabilities: tensor([[0.9984]], device='cuda:0')\n",
"Image: 1474.png, probabilities: tensor([[0.9930]], device='cuda:0')\n",
"Image: 1475.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1479.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 148.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1480.png, probabilities: tensor([[0.9924]], device='cuda:0')\n",
"Image: 1481.png, probabilities: tensor([[0.7614]], device='cuda:0')\n",
"Image: 149.png, probabilities: tensor([[0.9983]], device='cuda:0')\n",
"Image: 1498.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1499.png, probabilities: tensor([[0.1725]], device='cuda:0')\n",
"Image: 1500.png, probabilities: tensor([[0.9437]], device='cuda:0')\n",
"Image: 1501.png, probabilities: tensor([[0.9278]], device='cuda:0')\n",
"Image: 1502.png, probabilities: tensor([[0.5730]], device='cuda:0')\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Image: 1511.png, probabilities: tensor([[0.9401]], device='cuda:0')\n",
"Image: 1520.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 1523.png, probabilities: tensor([[0.7438]], device='cuda:0')\n",
"Image: 1525.png, probabilities: tensor([[0.9919]], device='cuda:0')\n",
"Image: 1528.png, probabilities: tensor([[0.9954]], device='cuda:0')\n",
"Image: 1529.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 153.png, probabilities: tensor([[0.8680]], device='cuda:0')\n",
"Image: 1535.png, probabilities: tensor([[0.9131]], device='cuda:0')\n",
"Image: 154.png, probabilities: tensor([[0.9055]], device='cuda:0')\n",
"Image: 1543.png, probabilities: tensor([[0.1096]], device='cuda:0')\n",
"Image: 155.png, probabilities: tensor([[0.7854]], device='cuda:0')\n",
"Image: 1555.png, probabilities: tensor([[0.7696]], device='cuda:0')\n",
"Image: 1565.png, probabilities: tensor([[0.8230]], device='cuda:0')\n",
"Image: 1567.png, probabilities: tensor([[0.8131]], device='cuda:0')\n",
"Image: 1570.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 1579.png, probabilities: tensor([[0.9466]], device='cuda:0')\n",
"Image: 1580.png, probabilities: tensor([[0.6039]], device='cuda:0')\n",
"Image: 1583.png, probabilities: tensor([[0.9891]], device='cuda:0')\n",
"Image: 1585.png, probabilities: tensor([[0.6352]], device='cuda:0')\n",
"Image: 1589.png, probabilities: tensor([[0.9983]], device='cuda:0')\n",
"Image: 1591.png, probabilities: tensor([[0.7978]], device='cuda:0')\n",
"Image: 1599.png, probabilities: tensor([[0.9304]], device='cuda:0')\n",
"Image: 1604.png, probabilities: tensor([[0.9949]], device='cuda:0')\n",
"Image: 1607.png, probabilities: tensor([[0.4972]], device='cuda:0')\n",
"Image: 1619.png, probabilities: tensor([[0.0774]], device='cuda:0')\n",
"Image: 162.png, probabilities: tensor([[0.9262]], device='cuda:0')\n",
"Image: 1623.png, probabilities: tensor([[0.9129]], device='cuda:0')\n",
"Image: 1626.png, probabilities: tensor([[0.8753]], device='cuda:0')\n",
"Image: 1628.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1633.png, probabilities: tensor([[0.0806]], device='cuda:0')\n",
"Image: 1640.png, probabilities: tensor([[0.9943]], device='cuda:0')\n",
"Image: 1649.png, probabilities: tensor([[0.9574]], device='cuda:0')\n",
"Image: 1657.png, probabilities: tensor([[0.4701]], device='cuda:0')\n",
"Image: 166.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 1665.png, probabilities: tensor([[0.4012]], device='cuda:0')\n",
"Image: 1686.png, probabilities: tensor([[0.9986]], device='cuda:0')\n",
"Image: 1693.png, probabilities: tensor([[0.8160]], device='cuda:0')\n",
"Image: 1698.png, probabilities: tensor([[0.8963]], device='cuda:0')\n",
"Image: 17.png, probabilities: tensor([[0.6567]], device='cuda:0')\n",
"Image: 171.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1718.png, probabilities: tensor([[0.1097]], device='cuda:0')\n",
"Image: 1726.png, probabilities: tensor([[0.3185]], device='cuda:0')\n",
"Image: 1735.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 1745.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 1750.png, probabilities: tensor([[0.1317]], device='cuda:0')\n",
"Image: 1752.png, probabilities: tensor([[0.0902]], device='cuda:0')\n",
"Image: 1755.png, probabilities: tensor([[0.4898]], device='cuda:0')\n",
"Image: 1756.png, probabilities: tensor([[0.0916]], device='cuda:0')\n",
"Image: 178.png, probabilities: tensor([[0.9989]], device='cuda:0')\n",
"Image: 179.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 1797.png, probabilities: tensor([[0.1028]], device='cuda:0')\n",
"Image: 1803.png, probabilities: tensor([[0.9262]], device='cuda:0')\n",
"Image: 1813.png, probabilities: tensor([[0.1072]], device='cuda:0')\n",
"Image: 1836.png, probabilities: tensor([[0.1003]], device='cuda:0')\n",
"Image: 1843.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 185.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1852.png, probabilities: tensor([[0.9196]], device='cuda:0')\n",
"Image: 1853.png, probabilities: tensor([[0.9812]], device='cuda:0')\n",
"Image: 1860.png, probabilities: tensor([[0.8983]], device='cuda:0')\n",
"Image: 1878.png, probabilities: tensor([[0.9991]], device='cuda:0')\n",
"Image: 1883.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1885.png, probabilities: tensor([[0.2031]], device='cuda:0')\n",
"Image: 1891.png, probabilities: tensor([[0.7766]], device='cuda:0')\n",
"Image: 190.png, probabilities: tensor([[0.1620]], device='cuda:0')\n",
"Image: 1905.png, probabilities: tensor([[0.7194]], device='cuda:0')\n",
"Image: 191.png, probabilities: tensor([[0.9967]], device='cuda:0')\n",
"Image: 1929.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 193.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 1936.png, probabilities: tensor([[0.5609]], device='cuda:0')\n",
"Image: 1948.png, probabilities: tensor([[0.8060]], device='cuda:0')\n",
"Image: 1968.png, probabilities: tensor([[0.0753]], device='cuda:0')\n",
"Image: 197.png, probabilities: tensor([[0.0947]], device='cuda:0')\n",
"Image: 1974.png, probabilities: tensor([[0.9987]], device='cuda:0')\n",
"Image: 1976.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1977.png, probabilities: tensor([[0.7370]], device='cuda:0')\n",
"Image: 1978.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 198.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1985.png, probabilities: tensor([[0.0894]], device='cuda:0')\n",
"Image: 199.png, probabilities: tensor([[0.2774]], device='cuda:0')\n",
"Image: 1996.png, probabilities: tensor([[0.9890]], device='cuda:0')\n",
"Image: 2.png, probabilities: tensor([[0.2310]], device='cuda:0')\n",
"Image: 207.png, probabilities: tensor([[0.9937]], device='cuda:0')\n",
"Image: 208.png, probabilities: tensor([[0.9373]], device='cuda:0')\n",
"Image: 209.png, probabilities: tensor([[0.9931]], device='cuda:0')\n",
"Image: 210.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 211.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 212.png, probabilities: tensor([[0.9210]], device='cuda:0')\n",
"Image: 218.png, probabilities: tensor([[0.1878]], device='cuda:0')\n",
"Image: 219.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 22.png, probabilities: tensor([[0.7157]], device='cuda:0')\n",
"Image: 220.png, probabilities: tensor([[0.3447]], device='cuda:0')\n",
"Image: 223.png, probabilities: tensor([[0.7698]], device='cuda:0')\n",
"Image: 224.png, probabilities: tensor([[0.9989]], device='cuda:0')\n",
"Image: 225.png, probabilities: tensor([[0.1433]], device='cuda:0')\n",
"Image: 226.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 227.png, probabilities: tensor([[0.2316]], device='cuda:0')\n",
"Image: 228.png, probabilities: tensor([[0.1871]], device='cuda:0')\n",
"Image: 232.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 234.png, probabilities: tensor([[0.3336]], device='cuda:0')\n",
"Image: 236.png, probabilities: tensor([[0.0913]], device='cuda:0')\n",
"Image: 24.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 244.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 249.png, probabilities: tensor([[0.0751]], device='cuda:0')\n",
"Image: 25.png, probabilities: tensor([[0.6510]], device='cuda:0')\n",
"Image: 250.png, probabilities: tensor([[0.9888]], device='cuda:0')\n",
"Image: 258.png, probabilities: tensor([[0.1131]], device='cuda:0')\n",
"Image: 261.png, probabilities: tensor([[0.2187]], device='cuda:0')\n",
"Image: 266.png, probabilities: tensor([[0.9922]], device='cuda:0')\n",
"Image: 267.png, probabilities: tensor([[0.7483]], device='cuda:0')\n",
"Image: 269.png, probabilities: tensor([[0.3809]], device='cuda:0')\n",
"Image: 270.png, probabilities: tensor([[0.9787]], device='cuda:0')\n",
"Image: 271.png, probabilities: tensor([[0.9235]], device='cuda:0')\n",
"Image: 272.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 276.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 28.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 280.png, probabilities: tensor([[0.1538]], device='cuda:0')\n",
"Image: 282.png, probabilities: tensor([[0.9833]], device='cuda:0')\n",
"Image: 283.png, probabilities: tensor([[0.0784]], device='cuda:0')\n",
"Image: 29.png, probabilities: tensor([[0.0856]], device='cuda:0')\n",
"Image: 290.png, probabilities: tensor([[0.9981]], device='cuda:0')\n",
"Image: 292.png, probabilities: tensor([[0.3515]], device='cuda:0')\n",
"Image: 294.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 295.png, probabilities: tensor([[0.4966]], device='cuda:0')\n",
"Image: 296.png, probabilities: tensor([[0.9940]], device='cuda:0')\n",
"Image: 297.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 299.png, probabilities: tensor([[0.1865]], device='cuda:0')\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Image: 301.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 302.png, probabilities: tensor([[1.]], device='cuda:0')\n",
"Image: 303.png, probabilities: tensor([[0.9951]], device='cuda:0')\n",
"Image: 304.png, probabilities: tensor([[0.8944]], device='cuda:0')\n",
"Image: 308.png, probabilities: tensor([[0.2670]], device='cuda:0')\n",
"Image: 309.png, probabilities: tensor([[0.9981]], device='cuda:0')\n",
"Image: 314.png, probabilities: tensor([[0.2295]], device='cuda:0')\n",
"Image: 315.png, probabilities: tensor([[0.8504]], device='cuda:0')\n",
"Image: 317.png, probabilities: tensor([[0.3725]], device='cuda:0')\n",
"Image: 319.png, probabilities: tensor([[0.9968]], device='cuda:0')\n",
"Image: 32.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 321.png, probabilities: tensor([[0.9590]], device='cuda:0')\n",
"Image: 322.png, probabilities: tensor([[0.8992]], device='cuda:0')\n",
"Image: 326.png, probabilities: tensor([[0.2035]], device='cuda:0')\n",
"Image: 329.png, probabilities: tensor([[0.6888]], device='cuda:0')\n",
"Image: 330.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 331.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 332.png, probabilities: tensor([[0.9604]], device='cuda:0')\n",
"Image: 333.png, probabilities: tensor([[0.2669]], device='cuda:0')\n",
"Image: 334.png, probabilities: tensor([[0.9747]], device='cuda:0')\n",
"Image: 335.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 340.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 341.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 344.png, probabilities: tensor([[0.9643]], device='cuda:0')\n",
"Image: 346.png, probabilities: tensor([[0.2700]], device='cuda:0')\n",
"Image: 35.png, probabilities: tensor([[0.8739]], device='cuda:0')\n",
"Image: 352.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 355.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 356.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 357.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 359.png, probabilities: tensor([[0.1207]], device='cuda:0')\n",
"Image: 366.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 37.png, probabilities: tensor([[0.9986]], device='cuda:0')\n",
"Image: 370.png, probabilities: tensor([[0.9975]], device='cuda:0')\n",
"Image: 373.png, probabilities: tensor([[0.9987]], device='cuda:0')\n",
"Image: 374.png, probabilities: tensor([[0.9889]], device='cuda:0')\n",
"Image: 377.png, probabilities: tensor([[0.9887]], device='cuda:0')\n",
"Image: 378.png, probabilities: tensor([[0.9636]], device='cuda:0')\n",
"Image: 379.png, probabilities: tensor([[0.4890]], device='cuda:0')\n",
"Image: 38.png, probabilities: tensor([[0.9850]], device='cuda:0')\n",
"Image: 380.png, probabilities: tensor([[0.1819]], device='cuda:0')\n",
"Image: 385.png, probabilities: tensor([[0.9980]], device='cuda:0')\n",
"Image: 386.png, probabilities: tensor([[0.5823]], device='cuda:0')\n",
"Image: 390.png, probabilities: tensor([[0.1392]], device='cuda:0')\n",
"Image: 395.png, probabilities: tensor([[0.9489]], device='cuda:0')\n",
"Image: 398.png, probabilities: tensor([[0.1002]], device='cuda:0')\n",
"Image: 399.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 402.png, probabilities: tensor([[0.9971]], device='cuda:0')\n",
"Image: 403.png, probabilities: tensor([[0.2957]], device='cuda:0')\n",
"Image: 404.png, probabilities: tensor([[0.9915]], device='cuda:0')\n",
"Image: 405.png, probabilities: tensor([[0.9591]], device='cuda:0')\n",
"Image: 406.png, probabilities: tensor([[0.9929]], device='cuda:0')\n",
"Image: 408.png, probabilities: tensor([[0.9369]], device='cuda:0')\n",
"Image: 410.png, probabilities: tensor([[0.2750]], device='cuda:0')\n",
"Image: 411.png, probabilities: tensor([[0.6763]], device='cuda:0')\n",
"Image: 432.png, probabilities: tensor([[0.0976]], device='cuda:0')\n",
"Image: 436.png, probabilities: tensor([[0.3852]], device='cuda:0')\n",
"Image: 442.png, probabilities: tensor([[0.9198]], device='cuda:0')\n",
"Image: 443.png, probabilities: tensor([[0.8540]], device='cuda:0')\n",
"Image: 447.png, probabilities: tensor([[0.8477]], device='cuda:0')\n",
"Image: 45.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 456.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 466.png, probabilities: tensor([[0.9869]], device='cuda:0')\n",
"Image: 47.png, probabilities: tensor([[0.8141]], device='cuda:0')\n",
"Image: 472.png, probabilities: tensor([[0.9405]], device='cuda:0')\n",
"Image: 473.png, probabilities: tensor([[0.5525]], device='cuda:0')\n",
"Image: 494.png, probabilities: tensor([[0.1025]], device='cuda:0')\n",
"Image: 5.png, probabilities: tensor([[0.9850]], device='cuda:0')\n",
"Image: 50.png, probabilities: tensor([[0.9674]], device='cuda:0')\n",
"Image: 508.png, probabilities: tensor([[0.1743]], device='cuda:0')\n",
"Image: 513.png, probabilities: tensor([[0.1263]], device='cuda:0')\n",
"Image: 521.png, probabilities: tensor([[0.0868]], device='cuda:0')\n",
"Image: 528.png, probabilities: tensor([[0.7037]], device='cuda:0')\n",
"Image: 531.png, probabilities: tensor([[0.5545]], device='cuda:0')\n",
"Image: 547.png, probabilities: tensor([[0.4904]], device='cuda:0')\n",
"Image: 548.png, probabilities: tensor([[0.1058]], device='cuda:0')\n",
"Image: 549.png, probabilities: tensor([[0.9236]], device='cuda:0')\n",
"Image: 55.png, probabilities: tensor([[0.1722]], device='cuda:0')\n",
"Image: 551.png, probabilities: tensor([[0.7328]], device='cuda:0')\n",
"Image: 553.png, probabilities: tensor([[0.9970]], device='cuda:0')\n",
"Image: 56.png, probabilities: tensor([[0.9300]], device='cuda:0')\n",
"Image: 566.png, probabilities: tensor([[0.9863]], device='cuda:0')\n",
"Image: 58.png, probabilities: tensor([[0.9981]], device='cuda:0')\n",
"Image: 582.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 60.png, probabilities: tensor([[0.9384]], device='cuda:0')\n",
"Image: 601.png, probabilities: tensor([[0.2533]], device='cuda:0')\n",
"Image: 602.png, probabilities: tensor([[0.5581]], device='cuda:0')\n",
"Image: 603.png, probabilities: tensor([[0.9950]], device='cuda:0')\n",
"Image: 606.png, probabilities: tensor([[0.2512]], device='cuda:0')\n",
"Image: 610.png, probabilities: tensor([[0.4485]], device='cuda:0')\n",
"Image: 615.png, probabilities: tensor([[0.5570]], device='cuda:0')\n",
"Image: 616.png, probabilities: tensor([[0.3093]], device='cuda:0')\n",
"Image: 623.png, probabilities: tensor([[0.9003]], device='cuda:0')\n",
"Image: 631.png, probabilities: tensor([[0.9872]], device='cuda:0')\n",
"Image: 634.png, probabilities: tensor([[0.9161]], device='cuda:0')\n",
"Image: 636.png, probabilities: tensor([[0.7980]], device='cuda:0')\n",
"Image: 643.png, probabilities: tensor([[0.1409]], device='cuda:0')\n",
"Image: 646.png, probabilities: tensor([[0.4887]], device='cuda:0')\n",
"Image: 647.png, probabilities: tensor([[0.9980]], device='cuda:0')\n",
"Image: 65.png, probabilities: tensor([[0.9747]], device='cuda:0')\n",
"Image: 652.png, probabilities: tensor([[0.7711]], device='cuda:0')\n",
"Image: 655.png, probabilities: tensor([[0.7735]], device='cuda:0')\n",
"Image: 657.png, probabilities: tensor([[0.9389]], device='cuda:0')\n",
"Image: 658.png, probabilities: tensor([[0.9969]], device='cuda:0')\n",
"Image: 661.png, probabilities: tensor([[0.1696]], device='cuda:0')\n",
"Image: 68.png, probabilities: tensor([[0.7115]], device='cuda:0')\n",
"Image: 70.png, probabilities: tensor([[0.8401]], device='cuda:0')\n",
"Image: 71.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 725.png, probabilities: tensor([[0.0848]], device='cuda:0')\n",
"Image: 729.png, probabilities: tensor([[0.6455]], device='cuda:0')\n",
"Image: 74.png, probabilities: tensor([[0.9886]], device='cuda:0')\n",
"Image: 75.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 754.png, probabilities: tensor([[0.1064]], device='cuda:0')\n",
"Image: 757.png, probabilities: tensor([[0.3208]], device='cuda:0')\n",
"Image: 769.png, probabilities: tensor([[0.7946]], device='cuda:0')\n",
"Image: 772.png, probabilities: tensor([[0.1057]], device='cuda:0')\n",
"Image: 783.png, probabilities: tensor([[0.6728]], device='cuda:0')\n",
"Image: 786.png, probabilities: tensor([[0.6520]], device='cuda:0')\n",
"Image: 787.png, probabilities: tensor([[0.6209]], device='cuda:0')\n",
"Image: 79.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 799.png, probabilities: tensor([[0.1545]], device='cuda:0')\n",
"Image: 80.png, probabilities: tensor([[0.9985]], device='cuda:0')\n",
"Image: 802.png, probabilities: tensor([[0.0917]], device='cuda:0')\n",
"Image: 804.png, probabilities: tensor([[0.5928]], device='cuda:0')\n",
"Image: 805.png, probabilities: tensor([[0.9758]], device='cuda:0')\n",
"Image: 806.png, probabilities: tensor([[0.4562]], device='cuda:0')\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Image: 809.png, probabilities: tensor([[0.9955]], device='cuda:0')\n",
"Image: 81.png, probabilities: tensor([[0.9188]], device='cuda:0')\n",
"Image: 810.png, probabilities: tensor([[0.3929]], device='cuda:0')\n",
"Image: 811.png, probabilities: tensor([[0.4093]], device='cuda:0')\n",
"Image: 813.png, probabilities: tensor([[0.8086]], device='cuda:0')\n",
"Image: 815.png, probabilities: tensor([[0.9792]], device='cuda:0')\n",
"Image: 817.png, probabilities: tensor([[0.1523]], device='cuda:0')\n",
"Image: 824.png, probabilities: tensor([[0.9964]], device='cuda:0')\n",
"Image: 825.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 828.png, probabilities: tensor([[0.1760]], device='cuda:0')\n",
"Image: 829.png, probabilities: tensor([[0.9984]], device='cuda:0')\n",
"Image: 833.png, probabilities: tensor([[0.3641]], device='cuda:0')\n",
"Image: 835.png, probabilities: tensor([[0.6530]], device='cuda:0')\n",
"Image: 836.png, probabilities: tensor([[0.9552]], device='cuda:0')\n",
"Image: 837.png, probabilities: tensor([[0.1598]], device='cuda:0')\n",
"Image: 838.png, probabilities: tensor([[0.9871]], device='cuda:0')\n",
"Image: 840.png, probabilities: tensor([[0.7139]], device='cuda:0')\n",
"Image: 841.png, probabilities: tensor([[0.4956]], device='cuda:0')\n",
"Image: 845.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 848.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 854.png, probabilities: tensor([[0.0968]], device='cuda:0')\n",
"Image: 855.png, probabilities: tensor([[0.9650]], device='cuda:0')\n",
"Image: 858.png, probabilities: tensor([[0.4625]], device='cuda:0')\n",
"Image: 859.png, probabilities: tensor([[0.3299]], device='cuda:0')\n",
"Image: 866.png, probabilities: tensor([[0.0859]], device='cuda:0')\n",
"Image: 868.png, probabilities: tensor([[0.5983]], device='cuda:0')\n",
"Image: 874.png, probabilities: tensor([[0.9229]], device='cuda:0')\n",
"Image: 876.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 879.png, probabilities: tensor([[0.1339]], device='cuda:0')\n",
"Image: 884.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 885.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 887.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 890.png, probabilities: tensor([[0.9813]], device='cuda:0')\n",
"Image: 891.png, probabilities: tensor([[0.3142]], device='cuda:0')\n",
"Image: 892.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 894.png, probabilities: tensor([[0.9982]], device='cuda:0')\n",
"Image: 895.png, probabilities: tensor([[0.5560]], device='cuda:0')\n",
"Image: 898.png, probabilities: tensor([[0.0945]], device='cuda:0')\n",
"Image: 899.png, probabilities: tensor([[0.2587]], device='cuda:0')\n",
"Image: 9.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 900.png, probabilities: tensor([[0.9961]], device='cuda:0')\n",
"Image: 902.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 905.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 906.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 907.png, probabilities: tensor([[0.3080]], device='cuda:0')\n",
"Image: 908.png, probabilities: tensor([[0.0736]], device='cuda:0')\n",
"Image: 909.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 918.png, probabilities: tensor([[0.8783]], device='cuda:0')\n",
"Image: 919.png, probabilities: tensor([[0.9930]], device='cuda:0')\n",
"Image: 922.png, probabilities: tensor([[0.5057]], device='cuda:0')\n",
"Image: 925.png, probabilities: tensor([[0.3462]], device='cuda:0')\n",
"Image: 926.png, probabilities: tensor([[0.0856]], device='cuda:0')\n",
"Image: 929.png, probabilities: tensor([[0.5666]], device='cuda:0')\n",
"Image: 93.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 934.png, probabilities: tensor([[0.6791]], device='cuda:0')\n",
"Image: 935.png, probabilities: tensor([[0.0844]], device='cuda:0')\n",
"Image: 939.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 94.png, probabilities: tensor([[0.9857]], device='cuda:0')\n",
"Image: 941.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 944.png, probabilities: tensor([[0.6272]], device='cuda:0')\n",
"Image: 945.png, probabilities: tensor([[0.1469]], device='cuda:0')\n",
"Image: 946.png, probabilities: tensor([[0.9304]], device='cuda:0')\n",
"Image: 949.png, probabilities: tensor([[0.4188]], device='cuda:0')\n",
"Image: 95.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 951.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 952.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 954.png, probabilities: tensor([[0.3126]], device='cuda:0')\n",
"Image: 959.png, probabilities: tensor([[0.5024]], device='cuda:0')\n",
"Image: 961.png, probabilities: tensor([[0.9981]], device='cuda:0')\n",
"Image: 962.png, probabilities: tensor([[0.4659]], device='cuda:0')\n",
"Image: 968.png, probabilities: tensor([[0.9481]], device='cuda:0')\n",
"Image: 972.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 973.png, probabilities: tensor([[0.9747]], device='cuda:0')\n",
"Image: 976.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 978.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 979.png, probabilities: tensor([[0.8647]], device='cuda:0')\n",
"Image: 987.png, probabilities: tensor([[0.9550]], device='cuda:0')\n",
"Image: 989.png, probabilities: tensor([[0.9988]], device='cuda:0')\n",
"Image: 99.png, probabilities: tensor([[0.7989]], device='cuda:0')\n",
"Image: 990.png, probabilities: tensor([[0.5491]], device='cuda:0')\n",
"Image: 991.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 996.png, probabilities: tensor([[0.9424]], device='cuda:0')\n",
"Image: 997.png, probabilities: tensor([[0.5517]], device='cuda:0')\n",
"Image: 999.png, probabilities: tensor([[0.7581]], device='cuda:0')\n",
"Number of outputs greater than 0.07: 581\n"
]
}
],
"source": [
"#probabilities_list = []\n",
"image_folder = r\"E:\\qq文件\\任务2\\提取图片\"\n",
"image_files = [f for f in os.listdir(image_folder) if os.path.isfile(os.path.join(image_folder, f))]\n",
"\n",
"count_above_threshold = 0 # 计数大于0.5的输出数量\n",
"\n",
"for image_file in image_files:\n",
" image_path = os.path.join(image_folder, image_file)\n",
" image = Image.open(image_path).convert('RGB')\n",
" input_tensor = transform(image).unsqueeze(0) # 增加batch维度\n",
" input_tensor = input_tensor.cuda() # 将输入张量转移到GPU\n",
"\n",
" with torch.no_grad():\n",
" output = custom_model(input_tensor)\n",
" \n",
" if output.item() >= 0.07:\n",
" count_above_threshold += 1\n",
" print(f\"Image: {image_file}, probabilities: {output}\")\n",
"\n",
"print(f\"Number of outputs greater than 0.07: {count_above_threshold}\")"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "142a9b6f",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Image: 0.png, probabilities: tensor([[0.9870]], device='cuda:0')\n",
"Image: 1.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 100.png, probabilities: tensor([[0.7772]], device='cuda:0')\n",
"Image: 1000.png, probabilities: tensor([[0.9953]], device='cuda:0')\n",
"Image: 1001.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1002.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 1003.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 1004.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1005.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 1006.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1007.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1008.png, probabilities: tensor([[0.3588]], device='cuda:0')\n",
"Image: 101.png, probabilities: tensor([[0.9978]], device='cuda:0')\n",
"Image: 1010.png, probabilities: tensor([[0.9953]], device='cuda:0')\n",
"Image: 1012.png, probabilities: tensor([[0.4747]], device='cuda:0')\n",
"Image: 1013.png, probabilities: tensor([[0.8764]], device='cuda:0')\n",
"Image: 1017.png, probabilities: tensor([[0.3660]], device='cuda:0')\n",
"Image: 1018.png, probabilities: tensor([[0.9980]], device='cuda:0')\n",
"Image: 1019.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 102.png, probabilities: tensor([[0.9619]], device='cuda:0')\n",
"Image: 1021.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1022.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1023.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1025.png, probabilities: tensor([[0.1526]], device='cuda:0')\n",
"Image: 1027.png, probabilities: tensor([[0.1112]], device='cuda:0')\n",
"Image: 1029.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 103.png, probabilities: tensor([[0.9975]], device='cuda:0')\n",
"Image: 1030.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1031.png, probabilities: tensor([[0.9871]], device='cuda:0')\n",
"Image: 1033.png, probabilities: tensor([[0.7425]], device='cuda:0')\n",
"Image: 1034.png, probabilities: tensor([[0.8482]], device='cuda:0')\n",
"Image: 1035.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1036.png, probabilities: tensor([[0.8803]], device='cuda:0')\n",
"Image: 1037.png, probabilities: tensor([[0.9883]], device='cuda:0')\n",
"Image: 1038.png, probabilities: tensor([[0.8936]], device='cuda:0')\n",
"Image: 1039.png, probabilities: tensor([[0.6551]], device='cuda:0')\n",
"Image: 104.png, probabilities: tensor([[0.9625]], device='cuda:0')\n",
"Image: 1040.png, probabilities: tensor([[0.6643]], device='cuda:0')\n",
"Image: 1041.png, probabilities: tensor([[0.7153]], device='cuda:0')\n",
"Image: 1044.png, probabilities: tensor([[0.8434]], device='cuda:0')\n",
"Image: 1045.png, probabilities: tensor([[0.7953]], device='cuda:0')\n",
"Image: 1046.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1047.png, probabilities: tensor([[0.9726]], device='cuda:0')\n",
"Image: 1048.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1049.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 105.png, probabilities: tensor([[0.9905]], device='cuda:0')\n",
"Image: 1050.png, probabilities: tensor([[0.9679]], device='cuda:0')\n",
"Image: 1051.png, probabilities: tensor([[0.1384]], device='cuda:0')\n",
"Image: 1053.png, probabilities: tensor([[0.2259]], device='cuda:0')\n",
"Image: 1054.png, probabilities: tensor([[0.5965]], device='cuda:0')\n",
"Image: 1055.png, probabilities: tensor([[0.9966]], device='cuda:0')\n",
"Image: 1056.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 1057.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1058.png, probabilities: tensor([[0.9954]], device='cuda:0')\n",
"Image: 1059.png, probabilities: tensor([[0.9962]], device='cuda:0')\n",
"Image: 106.png, probabilities: tensor([[0.9992]], device='cuda:0')\n",
"Image: 1060.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1061.png, probabilities: tensor([[0.9782]], device='cuda:0')\n",
"Image: 1062.png, probabilities: tensor([[0.9863]], device='cuda:0')\n",
"Image: 1063.png, probabilities: tensor([[0.9249]], device='cuda:0')\n",
"Image: 1066.png, probabilities: tensor([[0.9920]], device='cuda:0')\n",
"Image: 1067.png, probabilities: tensor([[0.2314]], device='cuda:0')\n",
"Image: 1068.png, probabilities: tensor([[0.4764]], device='cuda:0')\n",
"Image: 1069.png, probabilities: tensor([[0.8593]], device='cuda:0')\n",
"Image: 107.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1070.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1071.png, probabilities: tensor([[0.3970]], device='cuda:0')\n",
"Image: 1072.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 1073.png, probabilities: tensor([[0.9986]], device='cuda:0')\n",
"Image: 1074.png, probabilities: tensor([[0.9879]], device='cuda:0')\n",
"Image: 1075.png, probabilities: tensor([[0.9659]], device='cuda:0')\n",
"Image: 1076.png, probabilities: tensor([[0.6232]], device='cuda:0')\n",
"Image: 1077.png, probabilities: tensor([[0.9693]], device='cuda:0')\n",
"Image: 1078.png, probabilities: tensor([[0.9662]], device='cuda:0')\n",
"Image: 1079.png, probabilities: tensor([[0.9987]], device='cuda:0')\n",
"Image: 108.png, probabilities: tensor([[0.1012]], device='cuda:0')\n",
"Image: 1080.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1081.png, probabilities: tensor([[0.7499]], device='cuda:0')\n",
"Image: 1082.png, probabilities: tensor([[0.9958]], device='cuda:0')\n",
"Image: 1083.png, probabilities: tensor([[0.9797]], device='cuda:0')\n",
"Image: 1085.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1086.png, probabilities: tensor([[0.9814]], device='cuda:0')\n",
"Image: 1087.png, probabilities: tensor([[0.4875]], device='cuda:0')\n",
"Image: 1088.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 1089.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 109.png, probabilities: tensor([[0.8806]], device='cuda:0')\n",
"Image: 1091.png, probabilities: tensor([[0.6801]], device='cuda:0')\n",
"Image: 1092.png, probabilities: tensor([[0.2624]], device='cuda:0')\n",
"Image: 1093.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1094.png, probabilities: tensor([[0.9808]], device='cuda:0')\n",
"Image: 1095.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1096.png, probabilities: tensor([[0.9830]], device='cuda:0')\n",
"Image: 1097.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1098.png, probabilities: tensor([[0.9976]], device='cuda:0')\n",
"Image: 1099.png, probabilities: tensor([[0.9905]], device='cuda:0')\n",
"Image: 1101.png, probabilities: tensor([[0.9907]], device='cuda:0')\n",
"Image: 1102.png, probabilities: tensor([[0.0986]], device='cuda:0')\n",
"Image: 1103.png, probabilities: tensor([[0.1369]], device='cuda:0')\n",
"Image: 1104.png, probabilities: tensor([[0.9983]], device='cuda:0')\n",
"Image: 1106.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1108.png, probabilities: tensor([[0.9296]], device='cuda:0')\n",
"Image: 111.png, probabilities: tensor([[0.9613]], device='cuda:0')\n",
"Image: 1110.png, probabilities: tensor([[0.9197]], device='cuda:0')\n",
"Image: 1112.png, probabilities: tensor([[0.9876]], device='cuda:0')\n",
"Image: 1113.png, probabilities: tensor([[0.9960]], device='cuda:0')\n",
"Image: 1115.png, probabilities: tensor([[0.1286]], device='cuda:0')\n",
"Image: 1116.png, probabilities: tensor([[0.9758]], device='cuda:0')\n",
"Image: 1117.png, probabilities: tensor([[0.9716]], device='cuda:0')\n",
"Image: 1119.png, probabilities: tensor([[0.1011]], device='cuda:0')\n",
"Image: 112.png, probabilities: tensor([[0.3066]], device='cuda:0')\n",
"Image: 1120.png, probabilities: tensor([[0.1827]], device='cuda:0')\n",
"Image: 1121.png, probabilities: tensor([[0.7078]], device='cuda:0')\n",
"Image: 1122.png, probabilities: tensor([[0.1387]], device='cuda:0')\n",
"Image: 1123.png, probabilities: tensor([[0.1501]], device='cuda:0')\n",
"Image: 1124.png, probabilities: tensor([[0.9937]], device='cuda:0')\n",
"Image: 1126.png, probabilities: tensor([[0.9945]], device='cuda:0')\n",
"Image: 1127.png, probabilities: tensor([[0.9119]], device='cuda:0')\n",
"Image: 1128.png, probabilities: tensor([[0.9939]], device='cuda:0')\n",
"Image: 1129.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 113.png, probabilities: tensor([[0.8022]], device='cuda:0')\n",
"Image: 1130.png, probabilities: tensor([[0.6819]], device='cuda:0')\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Image: 1133.png, probabilities: tensor([[0.9682]], device='cuda:0')\n",
"Image: 1134.png, probabilities: tensor([[0.9387]], device='cuda:0')\n",
"Image: 1135.png, probabilities: tensor([[0.9983]], device='cuda:0')\n",
"Image: 1136.png, probabilities: tensor([[0.7127]], device='cuda:0')\n",
"Image: 1137.png, probabilities: tensor([[0.9979]], device='cuda:0')\n",
"Image: 1138.png, probabilities: tensor([[0.9769]], device='cuda:0')\n",
"Image: 1139.png, probabilities: tensor([[0.9535]], device='cuda:0')\n",
"Image: 114.png, probabilities: tensor([[0.9868]], device='cuda:0')\n",
"Image: 1140.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1141.png, probabilities: tensor([[0.9163]], device='cuda:0')\n",
"Image: 1142.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1143.png, probabilities: tensor([[0.9205]], device='cuda:0')\n",
"Image: 1145.png, probabilities: tensor([[0.9473]], device='cuda:0')\n",
"Image: 1146.png, probabilities: tensor([[0.5585]], device='cuda:0')\n",
"Image: 1148.png, probabilities: tensor([[0.7205]], device='cuda:0')\n",
"Image: 1149.png, probabilities: tensor([[0.0907]], device='cuda:0')\n",
"Image: 1150.png, probabilities: tensor([[0.9859]], device='cuda:0')\n",
"Image: 1152.png, probabilities: tensor([[0.9398]], device='cuda:0')\n",
"Image: 1154.png, probabilities: tensor([[0.2754]], device='cuda:0')\n",
"Image: 1156.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 1157.png, probabilities: tensor([[0.9982]], device='cuda:0')\n",
"Image: 1158.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1159.png, probabilities: tensor([[0.1128]], device='cuda:0')\n",
"Image: 116.png, probabilities: tensor([[0.9986]], device='cuda:0')\n",
"Image: 1160.png, probabilities: tensor([[0.1535]], device='cuda:0')\n",
"Image: 1161.png, probabilities: tensor([[0.0995]], device='cuda:0')\n",
"Image: 1163.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 1165.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1166.png, probabilities: tensor([[0.6123]], device='cuda:0')\n",
"Image: 1167.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1168.png, probabilities: tensor([[0.9847]], device='cuda:0')\n",
"Image: 1169.png, probabilities: tensor([[0.9978]], device='cuda:0')\n",
"Image: 117.png, probabilities: tensor([[0.9958]], device='cuda:0')\n",
"Image: 1170.png, probabilities: tensor([[0.9980]], device='cuda:0')\n",
"Image: 1171.png, probabilities: tensor([[0.9984]], device='cuda:0')\n",
"Image: 1173.png, probabilities: tensor([[0.7741]], device='cuda:0')\n",
"Image: 1174.png, probabilities: tensor([[0.8610]], device='cuda:0')\n",
"Image: 1176.png, probabilities: tensor([[0.9992]], device='cuda:0')\n",
"Image: 1179.png, probabilities: tensor([[0.1213]], device='cuda:0')\n",
"Image: 1180.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 1182.png, probabilities: tensor([[0.5192]], device='cuda:0')\n",
"Image: 1183.png, probabilities: tensor([[0.6291]], device='cuda:0')\n",
"Image: 1184.png, probabilities: tensor([[0.9542]], device='cuda:0')\n",
"Image: 1185.png, probabilities: tensor([[0.4153]], device='cuda:0')\n",
"Image: 1186.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 1187.png, probabilities: tensor([[0.9586]], device='cuda:0')\n",
"Image: 1188.png, probabilities: tensor([[0.0884]], device='cuda:0')\n",
"Image: 1189.png, probabilities: tensor([[0.7990]], device='cuda:0')\n",
"Image: 1190.png, probabilities: tensor([[0.1992]], device='cuda:0')\n",
"Image: 1192.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1193.png, probabilities: tensor([[0.9100]], device='cuda:0')\n",
"Image: 1194.png, probabilities: tensor([[0.5924]], device='cuda:0')\n",
"Image: 1195.png, probabilities: tensor([[0.9977]], device='cuda:0')\n",
"Image: 1196.png, probabilities: tensor([[0.9056]], device='cuda:0')\n",
"Image: 1197.png, probabilities: tensor([[0.9943]], device='cuda:0')\n",
"Image: 1198.png, probabilities: tensor([[0.9941]], device='cuda:0')\n",
"Image: 1199.png, probabilities: tensor([[0.9967]], device='cuda:0')\n",
"Image: 12.png, probabilities: tensor([[0.1695]], device='cuda:0')\n",
"Image: 120.png, probabilities: tensor([[0.3034]], device='cuda:0')\n",
"Image: 1200.png, probabilities: tensor([[0.4169]], device='cuda:0')\n",
"Image: 1201.png, probabilities: tensor([[0.1199]], device='cuda:0')\n",
"Image: 1202.png, probabilities: tensor([[0.3209]], device='cuda:0')\n",
"Image: 1203.png, probabilities: tensor([[0.9985]], device='cuda:0')\n",
"Image: 1204.png, probabilities: tensor([[0.9992]], device='cuda:0')\n",
"Image: 1207.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 1208.png, probabilities: tensor([[0.9964]], device='cuda:0')\n",
"Image: 1209.png, probabilities: tensor([[0.9199]], device='cuda:0')\n",
"Image: 121.png, probabilities: tensor([[0.2161]], device='cuda:0')\n",
"Image: 1210.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1211.png, probabilities: tensor([[0.0990]], device='cuda:0')\n",
"Image: 1212.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1213.png, probabilities: tensor([[0.9301]], device='cuda:0')\n",
"Image: 1214.png, probabilities: tensor([[0.3765]], device='cuda:0')\n",
"Image: 1215.png, probabilities: tensor([[0.9986]], device='cuda:0')\n",
"Image: 1216.png, probabilities: tensor([[0.9989]], device='cuda:0')\n",
"Image: 1217.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 122.png, probabilities: tensor([[0.2829]], device='cuda:0')\n",
"Image: 1220.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 1221.png, probabilities: tensor([[0.2516]], device='cuda:0')\n",
"Image: 1223.png, probabilities: tensor([[0.9824]], device='cuda:0')\n",
"Image: 1224.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1225.png, probabilities: tensor([[0.9992]], device='cuda:0')\n",
"Image: 1226.png, probabilities: tensor([[0.1175]], device='cuda:0')\n",
"Image: 1227.png, probabilities: tensor([[0.1348]], device='cuda:0')\n",
"Image: 1229.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 123.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1230.png, probabilities: tensor([[0.2112]], device='cuda:0')\n",
"Image: 1231.png, probabilities: tensor([[0.2057]], device='cuda:0')\n",
"Image: 1232.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 1233.png, probabilities: tensor([[0.2613]], device='cuda:0')\n",
"Image: 1235.png, probabilities: tensor([[0.6935]], device='cuda:0')\n",
"Image: 1236.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1237.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 124.png, probabilities: tensor([[0.1492]], device='cuda:0')\n",
"Image: 1241.png, probabilities: tensor([[0.3206]], device='cuda:0')\n",
"Image: 1242.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 1243.png, probabilities: tensor([[0.1029]], device='cuda:0')\n",
"Image: 1245.png, probabilities: tensor([[0.5828]], device='cuda:0')\n",
"Image: 1246.png, probabilities: tensor([[0.8458]], device='cuda:0')\n",
"Image: 1247.png, probabilities: tensor([[0.9937]], device='cuda:0')\n",
"Image: 1248.png, probabilities: tensor([[0.9992]], device='cuda:0')\n",
"Image: 1249.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 125.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1250.png, probabilities: tensor([[0.7780]], device='cuda:0')\n",
"Image: 1252.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1254.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1256.png, probabilities: tensor([[0.9500]], device='cuda:0')\n",
"Image: 1257.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1258.png, probabilities: tensor([[0.3090]], device='cuda:0')\n",
"Image: 1259.png, probabilities: tensor([[0.9918]], device='cuda:0')\n",
"Image: 126.png, probabilities: tensor([[0.5581]], device='cuda:0')\n",
"Image: 1260.png, probabilities: tensor([[0.7765]], device='cuda:0')\n",
"Image: 1262.png, probabilities: tensor([[0.8724]], device='cuda:0')\n",
"Image: 1263.png, probabilities: tensor([[0.9484]], device='cuda:0')\n",
"Image: 1265.png, probabilities: tensor([[0.9902]], device='cuda:0')\n",
"Image: 1266.png, probabilities: tensor([[0.1942]], device='cuda:0')\n",
"Image: 1267.png, probabilities: tensor([[0.9890]], device='cuda:0')\n",
"Image: 1268.png, probabilities: tensor([[0.6980]], device='cuda:0')\n",
"Image: 1269.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 127.png, probabilities: tensor([[0.0855]], device='cuda:0')\n",
"Image: 1270.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1271.png, probabilities: tensor([[0.2593]], device='cuda:0')\n",
"Image: 1272.png, probabilities: tensor([[0.9168]], device='cuda:0')\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Image: 1273.png, probabilities: tensor([[0.4096]], device='cuda:0')\n",
"Image: 1274.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1275.png, probabilities: tensor([[0.9978]], device='cuda:0')\n",
"Image: 1276.png, probabilities: tensor([[0.8828]], device='cuda:0')\n",
"Image: 1277.png, probabilities: tensor([[0.8096]], device='cuda:0')\n",
"Image: 1278.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1279.png, probabilities: tensor([[0.3595]], device='cuda:0')\n",
"Image: 128.png, probabilities: tensor([[0.8361]], device='cuda:0')\n",
"Image: 1280.png, probabilities: tensor([[0.9987]], device='cuda:0')\n",
"Image: 1281.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1283.png, probabilities: tensor([[0.9348]], device='cuda:0')\n",
"Image: 1284.png, probabilities: tensor([[0.9871]], device='cuda:0')\n",
"Image: 1286.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 1287.png, probabilities: tensor([[0.9835]], device='cuda:0')\n",
"Image: 1288.png, probabilities: tensor([[0.8668]], device='cuda:0')\n",
"Image: 1289.png, probabilities: tensor([[0.9596]], device='cuda:0')\n",
"Image: 1290.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1291.png, probabilities: tensor([[0.1626]], device='cuda:0')\n",
"Image: 1292.png, probabilities: tensor([[0.2232]], device='cuda:0')\n",
"Image: 1293.png, probabilities: tensor([[0.1390]], device='cuda:0')\n",
"Image: 1294.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1295.png, probabilities: tensor([[0.2177]], device='cuda:0')\n",
"Image: 1296.png, probabilities: tensor([[0.9987]], device='cuda:0')\n",
"Image: 1297.png, probabilities: tensor([[0.6731]], device='cuda:0')\n",
"Image: 1298.png, probabilities: tensor([[0.8408]], device='cuda:0')\n",
"Image: 13.png, probabilities: tensor([[0.9966]], device='cuda:0')\n",
"Image: 130.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1300.png, probabilities: tensor([[0.9068]], device='cuda:0')\n",
"Image: 1301.png, probabilities: tensor([[0.2671]], device='cuda:0')\n",
"Image: 1302.png, probabilities: tensor([[0.7432]], device='cuda:0')\n",
"Image: 1303.png, probabilities: tensor([[0.9932]], device='cuda:0')\n",
"Image: 1305.png, probabilities: tensor([[0.4490]], device='cuda:0')\n",
"Image: 1306.png, probabilities: tensor([[0.9917]], device='cuda:0')\n",
"Image: 1307.png, probabilities: tensor([[0.6839]], device='cuda:0')\n",
"Image: 1308.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1309.png, probabilities: tensor([[0.8998]], device='cuda:0')\n",
"Image: 131.png, probabilities: tensor([[0.0907]], device='cuda:0')\n",
"Image: 1310.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1311.png, probabilities: tensor([[0.9401]], device='cuda:0')\n",
"Image: 1312.png, probabilities: tensor([[0.9938]], device='cuda:0')\n",
"Image: 1314.png, probabilities: tensor([[0.4368]], device='cuda:0')\n",
"Image: 1315.png, probabilities: tensor([[0.9378]], device='cuda:0')\n",
"Image: 1316.png, probabilities: tensor([[0.5562]], device='cuda:0')\n",
"Image: 1317.png, probabilities: tensor([[0.9852]], device='cuda:0')\n",
"Image: 1318.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1319.png, probabilities: tensor([[0.1337]], device='cuda:0')\n",
"Image: 132.png, probabilities: tensor([[0.3011]], device='cuda:0')\n",
"Image: 1320.png, probabilities: tensor([[0.6838]], device='cuda:0')\n",
"Image: 1321.png, probabilities: tensor([[0.9382]], device='cuda:0')\n",
"Image: 1322.png, probabilities: tensor([[0.9506]], device='cuda:0')\n",
"Image: 1324.png, probabilities: tensor([[0.5083]], device='cuda:0')\n",
"Image: 1325.png, probabilities: tensor([[0.9232]], device='cuda:0')\n",
"Image: 1326.png, probabilities: tensor([[0.9628]], device='cuda:0')\n",
"Image: 1327.png, probabilities: tensor([[0.5657]], device='cuda:0')\n",
"Image: 1328.png, probabilities: tensor([[0.2881]], device='cuda:0')\n",
"Image: 1329.png, probabilities: tensor([[0.2850]], device='cuda:0')\n",
"Image: 133.png, probabilities: tensor([[0.9907]], device='cuda:0')\n",
"Image: 1330.png, probabilities: tensor([[0.8904]], device='cuda:0')\n",
"Image: 1334.png, probabilities: tensor([[0.2362]], device='cuda:0')\n",
"Image: 1335.png, probabilities: tensor([[0.9946]], device='cuda:0')\n",
"Image: 1336.png, probabilities: tensor([[0.6446]], device='cuda:0')\n",
"Image: 1337.png, probabilities: tensor([[0.9184]], device='cuda:0')\n",
"Image: 1338.png, probabilities: tensor([[0.8832]], device='cuda:0')\n",
"Image: 1339.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1340.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1341.png, probabilities: tensor([[0.9090]], device='cuda:0')\n",
"Image: 1342.png, probabilities: tensor([[0.2434]], device='cuda:0')\n",
"Image: 1343.png, probabilities: tensor([[0.9824]], device='cuda:0')\n",
"Image: 1344.png, probabilities: tensor([[0.9769]], device='cuda:0')\n",
"Image: 1345.png, probabilities: tensor([[0.2511]], device='cuda:0')\n",
"Image: 1346.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1347.png, probabilities: tensor([[0.8460]], device='cuda:0')\n",
"Image: 1349.png, probabilities: tensor([[0.1950]], device='cuda:0')\n",
"Image: 135.png, probabilities: tensor([[0.1955]], device='cuda:0')\n",
"Image: 1350.png, probabilities: tensor([[0.9758]], device='cuda:0')\n",
"Image: 1351.png, probabilities: tensor([[0.6908]], device='cuda:0')\n",
"Image: 1352.png, probabilities: tensor([[0.9975]], device='cuda:0')\n",
"Image: 1353.png, probabilities: tensor([[0.9937]], device='cuda:0')\n",
"Image: 1355.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1357.png, probabilities: tensor([[0.9926]], device='cuda:0')\n",
"Image: 1358.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1359.png, probabilities: tensor([[0.9754]], device='cuda:0')\n",
"Image: 136.png, probabilities: tensor([[0.6670]], device='cuda:0')\n",
"Image: 1360.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1362.png, probabilities: tensor([[0.9639]], device='cuda:0')\n",
"Image: 1363.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1364.png, probabilities: tensor([[0.1611]], device='cuda:0')\n",
"Image: 1365.png, probabilities: tensor([[0.9574]], device='cuda:0')\n",
"Image: 1368.png, probabilities: tensor([[0.5691]], device='cuda:0')\n",
"Image: 137.png, probabilities: tensor([[0.0762]], device='cuda:0')\n",
"Image: 1370.png, probabilities: tensor([[0.2697]], device='cuda:0')\n",
"Image: 1371.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 1372.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 1373.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 1374.png, probabilities: tensor([[0.7601]], device='cuda:0')\n",
"Image: 1375.png, probabilities: tensor([[0.9987]], device='cuda:0')\n",
"Image: 1377.png, probabilities: tensor([[0.9362]], device='cuda:0')\n",
"Image: 1378.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 1379.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 138.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 1380.png, probabilities: tensor([[0.9914]], device='cuda:0')\n",
"Image: 1381.png, probabilities: tensor([[0.0980]], device='cuda:0')\n",
"Image: 1382.png, probabilities: tensor([[0.7990]], device='cuda:0')\n",
"Image: 1384.png, probabilities: tensor([[0.9976]], device='cuda:0')\n",
"Image: 1385.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1386.png, probabilities: tensor([[0.1871]], device='cuda:0')\n",
"Image: 1388.png, probabilities: tensor([[0.9983]], device='cuda:0')\n",
"Image: 1389.png, probabilities: tensor([[0.5925]], device='cuda:0')\n",
"Image: 139.png, probabilities: tensor([[0.2436]], device='cuda:0')\n",
"Image: 1390.png, probabilities: tensor([[0.8958]], device='cuda:0')\n",
"Image: 1393.png, probabilities: tensor([[0.8411]], device='cuda:0')\n",
"Image: 1394.png, probabilities: tensor([[0.9983]], device='cuda:0')\n",
"Image: 1395.png, probabilities: tensor([[0.5804]], device='cuda:0')\n",
"Image: 1396.png, probabilities: tensor([[0.2900]], device='cuda:0')\n",
"Image: 1398.png, probabilities: tensor([[0.8648]], device='cuda:0')\n",
"Image: 1399.png, probabilities: tensor([[0.9247]], device='cuda:0')\n",
"Image: 14.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 140.png, probabilities: tensor([[0.0886]], device='cuda:0')\n",
"Image: 1400.png, probabilities: tensor([[0.0894]], device='cuda:0')\n",
"Image: 1401.png, probabilities: tensor([[0.9846]], device='cuda:0')\n",
"Image: 1402.png, probabilities: tensor([[0.8994]], device='cuda:0')\n",
"Image: 1403.png, probabilities: tensor([[0.9993]], device='cuda:0')\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Image: 1405.png, probabilities: tensor([[0.6104]], device='cuda:0')\n",
"Image: 1406.png, probabilities: tensor([[0.2587]], device='cuda:0')\n",
"Image: 1407.png, probabilities: tensor([[0.9122]], device='cuda:0')\n",
"Image: 1408.png, probabilities: tensor([[0.1394]], device='cuda:0')\n",
"Image: 1409.png, probabilities: tensor([[0.4847]], device='cuda:0')\n",
"Image: 141.png, probabilities: tensor([[0.9969]], device='cuda:0')\n",
"Image: 1410.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1411.png, probabilities: tensor([[0.9092]], device='cuda:0')\n",
"Image: 1412.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 1413.png, probabilities: tensor([[0.9852]], device='cuda:0')\n",
"Image: 1414.png, probabilities: tensor([[0.8910]], device='cuda:0')\n",
"Image: 1417.png, probabilities: tensor([[0.9390]], device='cuda:0')\n",
"Image: 1418.png, probabilities: tensor([[0.9791]], device='cuda:0')\n",
"Image: 1419.png, probabilities: tensor([[0.9737]], device='cuda:0')\n",
"Image: 142.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1420.png, probabilities: tensor([[0.9985]], device='cuda:0')\n",
"Image: 1423.png, probabilities: tensor([[0.8451]], device='cuda:0')\n",
"Image: 1425.png, probabilities: tensor([[0.1469]], device='cuda:0')\n",
"Image: 1428.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1429.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1430.png, probabilities: tensor([[0.5534]], device='cuda:0')\n",
"Image: 1431.png, probabilities: tensor([[0.9826]], device='cuda:0')\n",
"Image: 1432.png, probabilities: tensor([[0.8713]], device='cuda:0')\n",
"Image: 1433.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 1434.png, probabilities: tensor([[0.7886]], device='cuda:0')\n",
"Image: 1435.png, probabilities: tensor([[0.9985]], device='cuda:0')\n",
"Image: 1436.png, probabilities: tensor([[0.9906]], device='cuda:0')\n",
"Image: 1437.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1438.png, probabilities: tensor([[0.8086]], device='cuda:0')\n",
"Image: 1439.png, probabilities: tensor([[0.6437]], device='cuda:0')\n",
"Image: 144.png, probabilities: tensor([[0.7723]], device='cuda:0')\n",
"Image: 1440.png, probabilities: tensor([[0.9838]], device='cuda:0')\n",
"Image: 1441.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1442.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 1443.png, probabilities: tensor([[0.5318]], device='cuda:0')\n",
"Image: 1445.png, probabilities: tensor([[0.9528]], device='cuda:0')\n",
"Image: 1446.png, probabilities: tensor([[0.5405]], device='cuda:0')\n",
"Image: 1447.png, probabilities: tensor([[0.9652]], device='cuda:0')\n",
"Image: 1448.png, probabilities: tensor([[0.8027]], device='cuda:0')\n",
"Image: 1449.png, probabilities: tensor([[0.9705]], device='cuda:0')\n",
"Image: 145.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 1450.png, probabilities: tensor([[0.9969]], device='cuda:0')\n",
"Image: 1451.png, probabilities: tensor([[0.9749]], device='cuda:0')\n",
"Image: 1453.png, probabilities: tensor([[0.9319]], device='cuda:0')\n",
"Image: 1454.png, probabilities: tensor([[0.1849]], device='cuda:0')\n",
"Image: 1455.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1458.png, probabilities: tensor([[0.9956]], device='cuda:0')\n",
"Image: 1459.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 146.png, probabilities: tensor([[0.9163]], device='cuda:0')\n",
"Image: 1460.png, probabilities: tensor([[0.7359]], device='cuda:0')\n",
"Image: 1461.png, probabilities: tensor([[0.1898]], device='cuda:0')\n",
"Image: 1462.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1463.png, probabilities: tensor([[0.8051]], device='cuda:0')\n",
"Image: 1464.png, probabilities: tensor([[0.1390]], device='cuda:0')\n",
"Image: 1465.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1466.png, probabilities: tensor([[0.7696]], device='cuda:0')\n",
"Image: 1468.png, probabilities: tensor([[0.8247]], device='cuda:0')\n",
"Image: 1469.png, probabilities: tensor([[0.3147]], device='cuda:0')\n",
"Image: 147.png, probabilities: tensor([[0.9382]], device='cuda:0')\n",
"Image: 1470.png, probabilities: tensor([[0.9980]], device='cuda:0')\n",
"Image: 1471.png, probabilities: tensor([[0.9755]], device='cuda:0')\n",
"Image: 1472.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 1473.png, probabilities: tensor([[0.9984]], device='cuda:0')\n",
"Image: 1474.png, probabilities: tensor([[0.9930]], device='cuda:0')\n",
"Image: 1475.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1476.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1478.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 1479.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 148.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1480.png, probabilities: tensor([[0.9924]], device='cuda:0')\n",
"Image: 1481.png, probabilities: tensor([[0.7614]], device='cuda:0')\n",
"Image: 1482.png, probabilities: tensor([[0.9866]], device='cuda:0')\n",
"Image: 1483.png, probabilities: tensor([[0.5181]], device='cuda:0')\n",
"Image: 1484.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1485.png, probabilities: tensor([[0.2800]], device='cuda:0')\n",
"Image: 1487.png, probabilities: tensor([[0.6351]], device='cuda:0')\n",
"Image: 1489.png, probabilities: tensor([[0.8172]], device='cuda:0')\n",
"Image: 149.png, probabilities: tensor([[0.9983]], device='cuda:0')\n",
"Image: 1492.png, probabilities: tensor([[0.0919]], device='cuda:0')\n",
"Image: 1494.png, probabilities: tensor([[0.3638]], device='cuda:0')\n",
"Image: 1495.png, probabilities: tensor([[0.9771]], device='cuda:0')\n",
"Image: 1496.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 1497.png, probabilities: tensor([[0.9760]], device='cuda:0')\n",
"Image: 1498.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1499.png, probabilities: tensor([[0.1725]], device='cuda:0')\n",
"Image: 15.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 1500.png, probabilities: tensor([[0.9437]], device='cuda:0')\n",
"Image: 1501.png, probabilities: tensor([[0.9278]], device='cuda:0')\n",
"Image: 1502.png, probabilities: tensor([[0.5730]], device='cuda:0')\n",
"Image: 1503.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 1504.png, probabilities: tensor([[0.9949]], device='cuda:0')\n",
"Image: 1505.png, probabilities: tensor([[0.8385]], device='cuda:0')\n",
"Image: 1506.png, probabilities: tensor([[0.9956]], device='cuda:0')\n",
"Image: 1508.png, probabilities: tensor([[0.6411]], device='cuda:0')\n",
"Image: 151.png, probabilities: tensor([[0.9972]], device='cuda:0')\n",
"Image: 1510.png, probabilities: tensor([[0.6791]], device='cuda:0')\n",
"Image: 1511.png, probabilities: tensor([[0.9401]], device='cuda:0')\n",
"Image: 1512.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1513.png, probabilities: tensor([[0.2571]], device='cuda:0')\n",
"Image: 1514.png, probabilities: tensor([[0.9985]], device='cuda:0')\n",
"Image: 1515.png, probabilities: tensor([[0.6914]], device='cuda:0')\n",
"Image: 1516.png, probabilities: tensor([[0.9661]], device='cuda:0')\n",
"Image: 1517.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1518.png, probabilities: tensor([[0.2054]], device='cuda:0')\n",
"Image: 1519.png, probabilities: tensor([[0.9967]], device='cuda:0')\n",
"Image: 152.png, probabilities: tensor([[0.6401]], device='cuda:0')\n",
"Image: 1520.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 1521.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1522.png, probabilities: tensor([[0.9976]], device='cuda:0')\n",
"Image: 1523.png, probabilities: tensor([[0.7438]], device='cuda:0')\n",
"Image: 1524.png, probabilities: tensor([[0.6157]], device='cuda:0')\n",
"Image: 1525.png, probabilities: tensor([[0.9919]], device='cuda:0')\n",
"Image: 1526.png, probabilities: tensor([[0.4279]], device='cuda:0')\n",
"Image: 1527.png, probabilities: tensor([[0.9896]], device='cuda:0')\n",
"Image: 1528.png, probabilities: tensor([[0.9954]], device='cuda:0')\n",
"Image: 1529.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 153.png, probabilities: tensor([[0.8680]], device='cuda:0')\n",
"Image: 1531.png, probabilities: tensor([[0.5961]], device='cuda:0')\n",
"Image: 1534.png, probabilities: tensor([[0.8480]], device='cuda:0')\n",
"Image: 1535.png, probabilities: tensor([[0.9131]], device='cuda:0')\n",
"Image: 1537.png, probabilities: tensor([[0.9989]], device='cuda:0')\n",
"Image: 1538.png, probabilities: tensor([[0.9927]], device='cuda:0')\n",
"Image: 1539.png, probabilities: tensor([[0.9897]], device='cuda:0')\n",
"Image: 154.png, probabilities: tensor([[0.9055]], device='cuda:0')\n",
"Image: 1540.png, probabilities: tensor([[0.7409]], device='cuda:0')\n",
"Image: 1541.png, probabilities: tensor([[0.8743]], device='cuda:0')\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Image: 1542.png, probabilities: tensor([[0.9975]], device='cuda:0')\n",
"Image: 1543.png, probabilities: tensor([[0.1096]], device='cuda:0')\n",
"Image: 1544.png, probabilities: tensor([[0.9976]], device='cuda:0')\n",
"Image: 1545.png, probabilities: tensor([[0.8700]], device='cuda:0')\n",
"Image: 1546.png, probabilities: tensor([[0.9981]], device='cuda:0')\n",
"Image: 1547.png, probabilities: tensor([[0.1624]], device='cuda:0')\n",
"Image: 1548.png, probabilities: tensor([[0.9946]], device='cuda:0')\n",
"Image: 155.png, probabilities: tensor([[0.7854]], device='cuda:0')\n",
"Image: 1550.png, probabilities: tensor([[0.9541]], device='cuda:0')\n",
"Image: 1551.png, probabilities: tensor([[0.8675]], device='cuda:0')\n",
"Image: 1553.png, probabilities: tensor([[0.9983]], device='cuda:0')\n",
"Image: 1555.png, probabilities: tensor([[0.7696]], device='cuda:0')\n",
"Image: 1556.png, probabilities: tensor([[0.4834]], device='cuda:0')\n",
"Image: 1557.png, probabilities: tensor([[0.1552]], device='cuda:0')\n",
"Image: 1558.png, probabilities: tensor([[0.9972]], device='cuda:0')\n",
"Image: 1559.png, probabilities: tensor([[0.9501]], device='cuda:0')\n",
"Image: 156.png, probabilities: tensor([[0.9491]], device='cuda:0')\n",
"Image: 1560.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1561.png, probabilities: tensor([[0.6136]], device='cuda:0')\n",
"Image: 1562.png, probabilities: tensor([[0.1173]], device='cuda:0')\n",
"Image: 1564.png, probabilities: tensor([[0.4336]], device='cuda:0')\n",
"Image: 1565.png, probabilities: tensor([[0.8230]], device='cuda:0')\n",
"Image: 1566.png, probabilities: tensor([[0.1685]], device='cuda:0')\n",
"Image: 1567.png, probabilities: tensor([[0.8131]], device='cuda:0')\n",
"Image: 1568.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 157.png, probabilities: tensor([[0.9422]], device='cuda:0')\n",
"Image: 1570.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 1571.png, probabilities: tensor([[0.3111]], device='cuda:0')\n",
"Image: 1573.png, probabilities: tensor([[0.1722]], device='cuda:0')\n",
"Image: 1575.png, probabilities: tensor([[0.9629]], device='cuda:0')\n",
"Image: 1576.png, probabilities: tensor([[0.0993]], device='cuda:0')\n",
"Image: 1579.png, probabilities: tensor([[0.9466]], device='cuda:0')\n",
"Image: 1580.png, probabilities: tensor([[0.6039]], device='cuda:0')\n",
"Image: 1582.png, probabilities: tensor([[0.9955]], device='cuda:0')\n",
"Image: 1583.png, probabilities: tensor([[0.9891]], device='cuda:0')\n",
"Image: 1584.png, probabilities: tensor([[0.7739]], device='cuda:0')\n",
"Image: 1585.png, probabilities: tensor([[0.6352]], device='cuda:0')\n",
"Image: 1587.png, probabilities: tensor([[0.9977]], device='cuda:0')\n",
"Image: 1588.png, probabilities: tensor([[0.0807]], device='cuda:0')\n",
"Image: 1589.png, probabilities: tensor([[0.9983]], device='cuda:0')\n",
"Image: 1590.png, probabilities: tensor([[0.9963]], device='cuda:0')\n",
"Image: 1591.png, probabilities: tensor([[0.7978]], device='cuda:0')\n",
"Image: 1592.png, probabilities: tensor([[0.9693]], device='cuda:0')\n",
"Image: 1594.png, probabilities: tensor([[0.1223]], device='cuda:0')\n",
"Image: 1595.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 1596.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 1598.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1599.png, probabilities: tensor([[0.9304]], device='cuda:0')\n",
"Image: 16.png, probabilities: tensor([[0.1886]], device='cuda:0')\n",
"Image: 1600.png, probabilities: tensor([[0.9941]], device='cuda:0')\n",
"Image: 1601.png, probabilities: tensor([[0.9988]], device='cuda:0')\n",
"Image: 1602.png, probabilities: tensor([[0.9871]], device='cuda:0')\n",
"Image: 1603.png, probabilities: tensor([[0.9737]], device='cuda:0')\n",
"Image: 1604.png, probabilities: tensor([[0.9949]], device='cuda:0')\n",
"Image: 1605.png, probabilities: tensor([[0.9966]], device='cuda:0')\n",
"Image: 1606.png, probabilities: tensor([[0.9961]], device='cuda:0')\n",
"Image: 1607.png, probabilities: tensor([[0.4972]], device='cuda:0')\n",
"Image: 1609.png, probabilities: tensor([[0.9990]], device='cuda:0')\n",
"Image: 161.png, probabilities: tensor([[0.9266]], device='cuda:0')\n",
"Image: 1611.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1614.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1615.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1616.png, probabilities: tensor([[0.8994]], device='cuda:0')\n",
"Image: 1617.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1618.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1619.png, probabilities: tensor([[0.0774]], device='cuda:0')\n",
"Image: 162.png, probabilities: tensor([[0.9262]], device='cuda:0')\n",
"Image: 1620.png, probabilities: tensor([[0.9989]], device='cuda:0')\n",
"Image: 1621.png, probabilities: tensor([[0.9936]], device='cuda:0')\n",
"Image: 1622.png, probabilities: tensor([[0.4724]], device='cuda:0')\n",
"Image: 1623.png, probabilities: tensor([[0.9129]], device='cuda:0')\n",
"Image: 1624.png, probabilities: tensor([[0.9683]], device='cuda:0')\n",
"Image: 1625.png, probabilities: tensor([[0.7747]], device='cuda:0')\n",
"Image: 1626.png, probabilities: tensor([[0.8753]], device='cuda:0')\n",
"Image: 1627.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1628.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1629.png, probabilities: tensor([[0.7379]], device='cuda:0')\n",
"Image: 1630.png, probabilities: tensor([[0.9748]], device='cuda:0')\n",
"Image: 1631.png, probabilities: tensor([[0.3799]], device='cuda:0')\n",
"Image: 1633.png, probabilities: tensor([[0.0806]], device='cuda:0')\n",
"Image: 1634.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 1635.png, probabilities: tensor([[0.5556]], device='cuda:0')\n",
"Image: 1636.png, probabilities: tensor([[0.7113]], device='cuda:0')\n",
"Image: 1638.png, probabilities: tensor([[0.9665]], device='cuda:0')\n",
"Image: 1639.png, probabilities: tensor([[0.7110]], device='cuda:0')\n",
"Image: 164.png, probabilities: tensor([[0.7492]], device='cuda:0')\n",
"Image: 1640.png, probabilities: tensor([[0.9943]], device='cuda:0')\n",
"Image: 1641.png, probabilities: tensor([[0.0933]], device='cuda:0')\n",
"Image: 1642.png, probabilities: tensor([[0.7306]], device='cuda:0')\n",
"Image: 1643.png, probabilities: tensor([[0.9990]], device='cuda:0')\n",
"Image: 1644.png, probabilities: tensor([[0.3234]], device='cuda:0')\n",
"Image: 1645.png, probabilities: tensor([[0.9976]], device='cuda:0')\n",
"Image: 1646.png, probabilities: tensor([[0.3845]], device='cuda:0')\n",
"Image: 1648.png, probabilities: tensor([[0.9197]], device='cuda:0')\n",
"Image: 1649.png, probabilities: tensor([[0.9574]], device='cuda:0')\n",
"Image: 165.png, probabilities: tensor([[0.9878]], device='cuda:0')\n",
"Image: 1651.png, probabilities: tensor([[0.9992]], device='cuda:0')\n",
"Image: 1653.png, probabilities: tensor([[0.9374]], device='cuda:0')\n",
"Image: 1654.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1655.png, probabilities: tensor([[0.7582]], device='cuda:0')\n",
"Image: 1656.png, probabilities: tensor([[0.1857]], device='cuda:0')\n",
"Image: 1657.png, probabilities: tensor([[0.4701]], device='cuda:0')\n",
"Image: 1658.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1659.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 166.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 1660.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1661.png, probabilities: tensor([[0.9899]], device='cuda:0')\n",
"Image: 1663.png, probabilities: tensor([[0.9785]], device='cuda:0')\n",
"Image: 1664.png, probabilities: tensor([[0.9499]], device='cuda:0')\n",
"Image: 1665.png, probabilities: tensor([[0.4012]], device='cuda:0')\n",
"Image: 1666.png, probabilities: tensor([[0.4753]], device='cuda:0')\n",
"Image: 1667.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 167.png, probabilities: tensor([[0.9980]], device='cuda:0')\n",
"Image: 1670.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1671.png, probabilities: tensor([[0.7546]], device='cuda:0')\n",
"Image: 1672.png, probabilities: tensor([[0.8530]], device='cuda:0')\n",
"Image: 1673.png, probabilities: tensor([[0.0981]], device='cuda:0')\n",
"Image: 1674.png, probabilities: tensor([[0.7984]], device='cuda:0')\n",
"Image: 1675.png, probabilities: tensor([[0.7950]], device='cuda:0')\n",
"Image: 1676.png, probabilities: tensor([[0.1928]], device='cuda:0')\n",
"Image: 1677.png, probabilities: tensor([[0.9909]], device='cuda:0')\n",
"Image: 1678.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 1679.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 168.png, probabilities: tensor([[0.9913]], device='cuda:0')\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Image: 1681.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1682.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1683.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1684.png, probabilities: tensor([[0.9428]], device='cuda:0')\n",
"Image: 1685.png, probabilities: tensor([[0.9954]], device='cuda:0')\n",
"Image: 1686.png, probabilities: tensor([[0.9986]], device='cuda:0')\n",
"Image: 169.png, probabilities: tensor([[0.1880]], device='cuda:0')\n",
"Image: 1693.png, probabilities: tensor([[0.8160]], device='cuda:0')\n",
"Image: 1695.png, probabilities: tensor([[0.5427]], device='cuda:0')\n",
"Image: 1696.png, probabilities: tensor([[0.9959]], device='cuda:0')\n",
"Image: 1697.png, probabilities: tensor([[0.9950]], device='cuda:0')\n",
"Image: 1698.png, probabilities: tensor([[0.8963]], device='cuda:0')\n",
"Image: 1699.png, probabilities: tensor([[0.9727]], device='cuda:0')\n",
"Image: 17.png, probabilities: tensor([[0.6567]], device='cuda:0')\n",
"Image: 170.png, probabilities: tensor([[0.9327]], device='cuda:0')\n",
"Image: 1701.png, probabilities: tensor([[0.9733]], device='cuda:0')\n",
"Image: 1703.png, probabilities: tensor([[0.9989]], device='cuda:0')\n",
"Image: 1704.png, probabilities: tensor([[0.2364]], device='cuda:0')\n",
"Image: 1705.png, probabilities: tensor([[0.6342]], device='cuda:0')\n",
"Image: 1707.png, probabilities: tensor([[0.9846]], device='cuda:0')\n",
"Image: 1708.png, probabilities: tensor([[0.2289]], device='cuda:0')\n",
"Image: 1709.png, probabilities: tensor([[0.5450]], device='cuda:0')\n",
"Image: 171.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1710.png, probabilities: tensor([[0.4433]], device='cuda:0')\n",
"Image: 1711.png, probabilities: tensor([[0.9909]], device='cuda:0')\n",
"Image: 1712.png, probabilities: tensor([[0.3979]], device='cuda:0')\n",
"Image: 1713.png, probabilities: tensor([[0.9599]], device='cuda:0')\n",
"Image: 1715.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1716.png, probabilities: tensor([[0.9971]], device='cuda:0')\n",
"Image: 1717.png, probabilities: tensor([[0.3290]], device='cuda:0')\n",
"Image: 1718.png, probabilities: tensor([[0.1097]], device='cuda:0')\n",
"Image: 172.png, probabilities: tensor([[0.8052]], device='cuda:0')\n",
"Image: 1721.png, probabilities: tensor([[0.3118]], device='cuda:0')\n",
"Image: 1722.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 1724.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 1725.png, probabilities: tensor([[0.4994]], device='cuda:0')\n",
"Image: 1726.png, probabilities: tensor([[0.3185]], device='cuda:0')\n",
"Image: 1727.png, probabilities: tensor([[0.7857]], device='cuda:0')\n",
"Image: 1728.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1729.png, probabilities: tensor([[0.9991]], device='cuda:0')\n",
"Image: 1730.png, probabilities: tensor([[0.9128]], device='cuda:0')\n",
"Image: 1731.png, probabilities: tensor([[0.8375]], device='cuda:0')\n",
"Image: 1732.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 1733.png, probabilities: tensor([[0.6329]], device='cuda:0')\n",
"Image: 1735.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 1736.png, probabilities: tensor([[0.9654]], device='cuda:0')\n",
"Image: 1737.png, probabilities: tensor([[0.2459]], device='cuda:0')\n",
"Image: 1738.png, probabilities: tensor([[0.1549]], device='cuda:0')\n",
"Image: 1739.png, probabilities: tensor([[0.0803]], device='cuda:0')\n",
"Image: 174.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1740.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1741.png, probabilities: tensor([[0.1817]], device='cuda:0')\n",
"Image: 1742.png, probabilities: tensor([[0.4754]], device='cuda:0')\n",
"Image: 1743.png, probabilities: tensor([[0.7132]], device='cuda:0')\n",
"Image: 1744.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1745.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 1746.png, probabilities: tensor([[0.9904]], device='cuda:0')\n",
"Image: 1747.png, probabilities: tensor([[0.2489]], device='cuda:0')\n",
"Image: 1748.png, probabilities: tensor([[0.9913]], device='cuda:0')\n",
"Image: 1749.png, probabilities: tensor([[0.1459]], device='cuda:0')\n",
"Image: 175.png, probabilities: tensor([[0.9975]], device='cuda:0')\n",
"Image: 1750.png, probabilities: tensor([[0.1317]], device='cuda:0')\n",
"Image: 1751.png, probabilities: tensor([[0.9528]], device='cuda:0')\n",
"Image: 1752.png, probabilities: tensor([[0.0902]], device='cuda:0')\n",
"Image: 1753.png, probabilities: tensor([[0.0809]], device='cuda:0')\n",
"Image: 1754.png, probabilities: tensor([[0.8381]], device='cuda:0')\n",
"Image: 1755.png, probabilities: tensor([[0.4898]], device='cuda:0')\n",
"Image: 1756.png, probabilities: tensor([[0.0916]], device='cuda:0')\n",
"Image: 1757.png, probabilities: tensor([[0.9974]], device='cuda:0')\n",
"Image: 1759.png, probabilities: tensor([[0.9943]], device='cuda:0')\n",
"Image: 1760.png, probabilities: tensor([[0.8077]], device='cuda:0')\n",
"Image: 1761.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 1762.png, probabilities: tensor([[0.3176]], device='cuda:0')\n",
"Image: 1763.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1765.png, probabilities: tensor([[0.9963]], device='cuda:0')\n",
"Image: 1766.png, probabilities: tensor([[0.5596]], device='cuda:0')\n",
"Image: 1767.png, probabilities: tensor([[0.9359]], device='cuda:0')\n",
"Image: 1768.png, probabilities: tensor([[0.2553]], device='cuda:0')\n",
"Image: 1769.png, probabilities: tensor([[0.8216]], device='cuda:0')\n",
"Image: 1772.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1773.png, probabilities: tensor([[0.7908]], device='cuda:0')\n",
"Image: 1774.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1775.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1776.png, probabilities: tensor([[0.7368]], device='cuda:0')\n",
"Image: 1777.png, probabilities: tensor([[0.1260]], device='cuda:0')\n",
"Image: 1778.png, probabilities: tensor([[0.4425]], device='cuda:0')\n",
"Image: 1779.png, probabilities: tensor([[0.8517]], device='cuda:0')\n",
"Image: 178.png, probabilities: tensor([[0.9989]], device='cuda:0')\n",
"Image: 1780.png, probabilities: tensor([[0.9723]], device='cuda:0')\n",
"Image: 1781.png, probabilities: tensor([[0.9992]], device='cuda:0')\n",
"Image: 1782.png, probabilities: tensor([[0.9347]], device='cuda:0')\n",
"Image: 1783.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 1784.png, probabilities: tensor([[0.9771]], device='cuda:0')\n",
"Image: 1785.png, probabilities: tensor([[0.5321]], device='cuda:0')\n",
"Image: 1786.png, probabilities: tensor([[0.1150]], device='cuda:0')\n",
"Image: 1787.png, probabilities: tensor([[0.1959]], device='cuda:0')\n",
"Image: 1789.png, probabilities: tensor([[0.8459]], device='cuda:0')\n",
"Image: 179.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 1790.png, probabilities: tensor([[0.3301]], device='cuda:0')\n",
"Image: 1791.png, probabilities: tensor([[0.9991]], device='cuda:0')\n",
"Image: 1792.png, probabilities: tensor([[0.6340]], device='cuda:0')\n",
"Image: 1793.png, probabilities: tensor([[0.7796]], device='cuda:0')\n",
"Image: 1794.png, probabilities: tensor([[0.9531]], device='cuda:0')\n",
"Image: 1795.png, probabilities: tensor([[0.9891]], device='cuda:0')\n",
"Image: 1796.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1797.png, probabilities: tensor([[0.1028]], device='cuda:0')\n",
"Image: 1798.png, probabilities: tensor([[0.9706]], device='cuda:0')\n",
"Image: 1799.png, probabilities: tensor([[0.0804]], device='cuda:0')\n",
"Image: 18.png, probabilities: tensor([[0.9866]], device='cuda:0')\n",
"Image: 180.png, probabilities: tensor([[0.9920]], device='cuda:0')\n",
"Image: 1800.png, probabilities: tensor([[0.9064]], device='cuda:0')\n",
"Image: 1802.png, probabilities: tensor([[0.9738]], device='cuda:0')\n",
"Image: 1803.png, probabilities: tensor([[0.9262]], device='cuda:0')\n",
"Image: 1804.png, probabilities: tensor([[0.7854]], device='cuda:0')\n",
"Image: 1806.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1808.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 181.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 1810.png, probabilities: tensor([[0.2828]], device='cuda:0')\n",
"Image: 1811.png, probabilities: tensor([[0.5326]], device='cuda:0')\n",
"Image: 1812.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 1813.png, probabilities: tensor([[0.1072]], device='cuda:0')\n",
"Image: 1814.png, probabilities: tensor([[0.5202]], device='cuda:0')\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Image: 1815.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1817.png, probabilities: tensor([[0.9975]], device='cuda:0')\n",
"Image: 1818.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1819.png, probabilities: tensor([[0.9194]], device='cuda:0')\n",
"Image: 182.png, probabilities: tensor([[0.9991]], device='cuda:0')\n",
"Image: 1820.png, probabilities: tensor([[0.5824]], device='cuda:0')\n",
"Image: 1822.png, probabilities: tensor([[0.0948]], device='cuda:0')\n",
"Image: 1823.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1824.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 1826.png, probabilities: tensor([[0.5947]], device='cuda:0')\n",
"Image: 1829.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 183.png, probabilities: tensor([[0.9962]], device='cuda:0')\n",
"Image: 1830.png, probabilities: tensor([[0.6615]], device='cuda:0')\n",
"Image: 1831.png, probabilities: tensor([[0.1302]], device='cuda:0')\n",
"Image: 1833.png, probabilities: tensor([[0.1321]], device='cuda:0')\n",
"Image: 1834.png, probabilities: tensor([[0.8990]], device='cuda:0')\n",
"Image: 1835.png, probabilities: tensor([[0.7370]], device='cuda:0')\n",
"Image: 1836.png, probabilities: tensor([[0.1003]], device='cuda:0')\n",
"Image: 1837.png, probabilities: tensor([[0.3116]], device='cuda:0')\n",
"Image: 1839.png, probabilities: tensor([[0.9980]], device='cuda:0')\n",
"Image: 184.png, probabilities: tensor([[0.2314]], device='cuda:0')\n",
"Image: 1840.png, probabilities: tensor([[0.9293]], device='cuda:0')\n",
"Image: 1841.png, probabilities: tensor([[0.9453]], device='cuda:0')\n",
"Image: 1843.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1845.png, probabilities: tensor([[0.9927]], device='cuda:0')\n",
"Image: 1846.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1847.png, probabilities: tensor([[0.9933]], device='cuda:0')\n",
"Image: 1849.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 185.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1850.png, probabilities: tensor([[0.0779]], device='cuda:0')\n",
"Image: 1851.png, probabilities: tensor([[0.9973]], device='cuda:0')\n",
"Image: 1852.png, probabilities: tensor([[0.9196]], device='cuda:0')\n",
"Image: 1853.png, probabilities: tensor([[0.9812]], device='cuda:0')\n",
"Image: 1854.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1856.png, probabilities: tensor([[0.9911]], device='cuda:0')\n",
"Image: 1858.png, probabilities: tensor([[0.9983]], device='cuda:0')\n",
"Image: 1859.png, probabilities: tensor([[0.7677]], device='cuda:0')\n",
"Image: 186.png, probabilities: tensor([[0.4095]], device='cuda:0')\n",
"Image: 1860.png, probabilities: tensor([[0.8983]], device='cuda:0')\n",
"Image: 1861.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 1862.png, probabilities: tensor([[0.9652]], device='cuda:0')\n",
"Image: 1863.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1864.png, probabilities: tensor([[0.7720]], device='cuda:0')\n",
"Image: 1865.png, probabilities: tensor([[0.1056]], device='cuda:0')\n",
"Image: 1866.png, probabilities: tensor([[0.9977]], device='cuda:0')\n",
"Image: 1868.png, probabilities: tensor([[0.3580]], device='cuda:0')\n",
"Image: 1869.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 187.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 1872.png, probabilities: tensor([[0.1096]], device='cuda:0')\n",
"Image: 1873.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1874.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1875.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 1876.png, probabilities: tensor([[0.1773]], device='cuda:0')\n",
"Image: 1877.png, probabilities: tensor([[0.7415]], device='cuda:0')\n",
"Image: 1878.png, probabilities: tensor([[0.9991]], device='cuda:0')\n",
"Image: 1879.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 188.png, probabilities: tensor([[0.5033]], device='cuda:0')\n",
"Image: 1880.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1882.png, probabilities: tensor([[0.9796]], device='cuda:0')\n",
"Image: 1883.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1885.png, probabilities: tensor([[0.2031]], device='cuda:0')\n",
"Image: 1886.png, probabilities: tensor([[0.9948]], device='cuda:0')\n",
"Image: 1887.png, probabilities: tensor([[0.9827]], device='cuda:0')\n",
"Image: 1889.png, probabilities: tensor([[0.0794]], device='cuda:0')\n",
"Image: 1890.png, probabilities: tensor([[0.9898]], device='cuda:0')\n",
"Image: 1891.png, probabilities: tensor([[0.7766]], device='cuda:0')\n",
"Image: 1892.png, probabilities: tensor([[0.6201]], device='cuda:0')\n",
"Image: 1893.png, probabilities: tensor([[0.0980]], device='cuda:0')\n",
"Image: 1894.png, probabilities: tensor([[0.2101]], device='cuda:0')\n",
"Image: 1895.png, probabilities: tensor([[0.6585]], device='cuda:0')\n",
"Image: 1896.png, probabilities: tensor([[0.9551]], device='cuda:0')\n",
"Image: 1897.png, probabilities: tensor([[0.4199]], device='cuda:0')\n",
"Image: 1898.png, probabilities: tensor([[0.4861]], device='cuda:0')\n",
"Image: 1899.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 190.png, probabilities: tensor([[0.1620]], device='cuda:0')\n",
"Image: 1902.png, probabilities: tensor([[0.2297]], device='cuda:0')\n",
"Image: 1903.png, probabilities: tensor([[0.5096]], device='cuda:0')\n",
"Image: 1904.png, probabilities: tensor([[0.1024]], device='cuda:0')\n",
"Image: 1905.png, probabilities: tensor([[0.7194]], device='cuda:0')\n",
"Image: 191.png, probabilities: tensor([[0.9967]], device='cuda:0')\n",
"Image: 1911.png, probabilities: tensor([[0.7546]], device='cuda:0')\n",
"Image: 1912.png, probabilities: tensor([[0.2691]], device='cuda:0')\n",
"Image: 1914.png, probabilities: tensor([[0.7859]], device='cuda:0')\n",
"Image: 1915.png, probabilities: tensor([[0.9795]], device='cuda:0')\n",
"Image: 1916.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 1917.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1918.png, probabilities: tensor([[0.7931]], device='cuda:0')\n",
"Image: 1919.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1920.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1921.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1922.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1925.png, probabilities: tensor([[0.1431]], device='cuda:0')\n",
"Image: 1926.png, probabilities: tensor([[0.5841]], device='cuda:0')\n",
"Image: 1927.png, probabilities: tensor([[0.9598]], device='cuda:0')\n",
"Image: 1929.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 193.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 1930.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 1931.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 1932.png, probabilities: tensor([[0.9725]], device='cuda:0')\n",
"Image: 1933.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1934.png, probabilities: tensor([[0.7154]], device='cuda:0')\n",
"Image: 1935.png, probabilities: tensor([[0.9209]], device='cuda:0')\n",
"Image: 1936.png, probabilities: tensor([[0.5609]], device='cuda:0')\n",
"Image: 1937.png, probabilities: tensor([[0.9711]], device='cuda:0')\n",
"Image: 1938.png, probabilities: tensor([[0.9977]], device='cuda:0')\n",
"Image: 1939.png, probabilities: tensor([[0.4040]], device='cuda:0')\n",
"Image: 194.png, probabilities: tensor([[0.1161]], device='cuda:0')\n",
"Image: 1940.png, probabilities: tensor([[0.9350]], device='cuda:0')\n",
"Image: 1941.png, probabilities: tensor([[0.9968]], device='cuda:0')\n",
"Image: 1942.png, probabilities: tensor([[0.7627]], device='cuda:0')\n",
"Image: 1943.png, probabilities: tensor([[0.1453]], device='cuda:0')\n",
"Image: 1944.png, probabilities: tensor([[0.7435]], device='cuda:0')\n",
"Image: 1945.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1946.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1947.png, probabilities: tensor([[0.9949]], device='cuda:0')\n",
"Image: 1948.png, probabilities: tensor([[0.8060]], device='cuda:0')\n",
"Image: 1949.png, probabilities: tensor([[0.9070]], device='cuda:0')\n",
"Image: 195.png, probabilities: tensor([[0.5068]], device='cuda:0')\n",
"Image: 1952.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1953.png, probabilities: tensor([[0.8418]], device='cuda:0')\n",
"Image: 1955.png, probabilities: tensor([[0.8887]], device='cuda:0')\n",
"Image: 1956.png, probabilities: tensor([[0.9969]], device='cuda:0')\n",
"Image: 1957.png, probabilities: tensor([[0.9988]], device='cuda:0')\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Image: 1958.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1959.png, probabilities: tensor([[0.7327]], device='cuda:0')\n",
"Image: 196.png, probabilities: tensor([[0.8295]], device='cuda:0')\n",
"Image: 1960.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 1961.png, probabilities: tensor([[0.9988]], device='cuda:0')\n",
"Image: 1962.png, probabilities: tensor([[0.9985]], device='cuda:0')\n",
"Image: 1963.png, probabilities: tensor([[0.9923]], device='cuda:0')\n",
"Image: 1964.png, probabilities: tensor([[0.9795]], device='cuda:0')\n",
"Image: 1965.png, probabilities: tensor([[0.5900]], device='cuda:0')\n",
"Image: 1966.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 1967.png, probabilities: tensor([[0.9871]], device='cuda:0')\n",
"Image: 1968.png, probabilities: tensor([[0.0753]], device='cuda:0')\n",
"Image: 197.png, probabilities: tensor([[0.0947]], device='cuda:0')\n",
"Image: 1970.png, probabilities: tensor([[0.8532]], device='cuda:0')\n",
"Image: 1971.png, probabilities: tensor([[0.3488]], device='cuda:0')\n",
"Image: 1972.png, probabilities: tensor([[0.9766]], device='cuda:0')\n",
"Image: 1974.png, probabilities: tensor([[0.9987]], device='cuda:0')\n",
"Image: 1976.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 1977.png, probabilities: tensor([[0.7370]], device='cuda:0')\n",
"Image: 1978.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 1979.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 198.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 1980.png, probabilities: tensor([[0.9746]], device='cuda:0')\n",
"Image: 1981.png, probabilities: tensor([[0.9912]], device='cuda:0')\n",
"Image: 1984.png, probabilities: tensor([[0.1180]], device='cuda:0')\n",
"Image: 1985.png, probabilities: tensor([[0.0894]], device='cuda:0')\n",
"Image: 1986.png, probabilities: tensor([[0.7295]], device='cuda:0')\n",
"Image: 1987.png, probabilities: tensor([[0.8918]], device='cuda:0')\n",
"Image: 1988.png, probabilities: tensor([[0.4998]], device='cuda:0')\n",
"Image: 199.png, probabilities: tensor([[0.2774]], device='cuda:0')\n",
"Image: 1990.png, probabilities: tensor([[0.5254]], device='cuda:0')\n",
"Image: 1991.png, probabilities: tensor([[0.9863]], device='cuda:0')\n",
"Image: 1993.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 1994.png, probabilities: tensor([[0.9893]], device='cuda:0')\n",
"Image: 1995.png, probabilities: tensor([[0.5596]], device='cuda:0')\n",
"Image: 1996.png, probabilities: tensor([[0.9890]], device='cuda:0')\n",
"Image: 1997.png, probabilities: tensor([[0.9877]], device='cuda:0')\n",
"Image: 1998.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 1999.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 2.png, probabilities: tensor([[0.2310]], device='cuda:0')\n",
"Image: 200.png, probabilities: tensor([[0.9690]], device='cuda:0')\n",
"Image: 201.png, probabilities: tensor([[0.1213]], device='cuda:0')\n",
"Image: 203.png, probabilities: tensor([[0.9150]], device='cuda:0')\n",
"Image: 204.png, probabilities: tensor([[0.9945]], device='cuda:0')\n",
"Image: 206.png, probabilities: tensor([[0.9347]], device='cuda:0')\n",
"Image: 207.png, probabilities: tensor([[0.9937]], device='cuda:0')\n",
"Image: 208.png, probabilities: tensor([[0.9373]], device='cuda:0')\n",
"Image: 209.png, probabilities: tensor([[0.9931]], device='cuda:0')\n",
"Image: 21.png, probabilities: tensor([[0.4347]], device='cuda:0')\n",
"Image: 210.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 211.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 212.png, probabilities: tensor([[0.9210]], device='cuda:0')\n",
"Image: 213.png, probabilities: tensor([[0.4710]], device='cuda:0')\n",
"Image: 214.png, probabilities: tensor([[0.9933]], device='cuda:0')\n",
"Image: 215.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 216.png, probabilities: tensor([[0.9979]], device='cuda:0')\n",
"Image: 218.png, probabilities: tensor([[0.1878]], device='cuda:0')\n",
"Image: 219.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 22.png, probabilities: tensor([[0.7157]], device='cuda:0')\n",
"Image: 220.png, probabilities: tensor([[0.3447]], device='cuda:0')\n",
"Image: 221.png, probabilities: tensor([[0.9984]], device='cuda:0')\n",
"Image: 223.png, probabilities: tensor([[0.7698]], device='cuda:0')\n",
"Image: 224.png, probabilities: tensor([[0.9989]], device='cuda:0')\n",
"Image: 225.png, probabilities: tensor([[0.1433]], device='cuda:0')\n",
"Image: 226.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 227.png, probabilities: tensor([[0.2316]], device='cuda:0')\n",
"Image: 228.png, probabilities: tensor([[0.1871]], device='cuda:0')\n",
"Image: 23.png, probabilities: tensor([[0.9961]], device='cuda:0')\n",
"Image: 230.png, probabilities: tensor([[0.7017]], device='cuda:0')\n",
"Image: 231.png, probabilities: tensor([[0.8931]], device='cuda:0')\n",
"Image: 232.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 233.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 234.png, probabilities: tensor([[0.3336]], device='cuda:0')\n",
"Image: 235.png, probabilities: tensor([[0.9370]], device='cuda:0')\n",
"Image: 236.png, probabilities: tensor([[0.0913]], device='cuda:0')\n",
"Image: 237.png, probabilities: tensor([[0.9675]], device='cuda:0')\n",
"Image: 24.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 240.png, probabilities: tensor([[0.0726]], device='cuda:0')\n",
"Image: 241.png, probabilities: tensor([[0.9610]], device='cuda:0')\n",
"Image: 242.png, probabilities: tensor([[0.9917]], device='cuda:0')\n",
"Image: 243.png, probabilities: tensor([[0.9868]], device='cuda:0')\n",
"Image: 244.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 245.png, probabilities: tensor([[0.8904]], device='cuda:0')\n",
"Image: 247.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 249.png, probabilities: tensor([[0.0751]], device='cuda:0')\n",
"Image: 25.png, probabilities: tensor([[0.6510]], device='cuda:0')\n",
"Image: 250.png, probabilities: tensor([[0.9888]], device='cuda:0')\n",
"Image: 255.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 256.png, probabilities: tensor([[0.0864]], device='cuda:0')\n",
"Image: 258.png, probabilities: tensor([[0.1131]], device='cuda:0')\n",
"Image: 259.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 26.png, probabilities: tensor([[0.8049]], device='cuda:0')\n",
"Image: 260.png, probabilities: tensor([[0.5001]], device='cuda:0')\n",
"Image: 261.png, probabilities: tensor([[0.2187]], device='cuda:0')\n",
"Image: 262.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 263.png, probabilities: tensor([[0.9367]], device='cuda:0')\n",
"Image: 264.png, probabilities: tensor([[0.9723]], device='cuda:0')\n",
"Image: 265.png, probabilities: tensor([[0.0707]], device='cuda:0')\n",
"Image: 266.png, probabilities: tensor([[0.9922]], device='cuda:0')\n",
"Image: 267.png, probabilities: tensor([[0.7483]], device='cuda:0')\n",
"Image: 269.png, probabilities: tensor([[0.3809]], device='cuda:0')\n",
"Image: 27.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 270.png, probabilities: tensor([[0.9787]], device='cuda:0')\n",
"Image: 271.png, probabilities: tensor([[0.9235]], device='cuda:0')\n",
"Image: 272.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 273.png, probabilities: tensor([[0.9845]], device='cuda:0')\n",
"Image: 276.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 278.png, probabilities: tensor([[0.5225]], device='cuda:0')\n",
"Image: 279.png, probabilities: tensor([[0.9873]], device='cuda:0')\n",
"Image: 28.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 280.png, probabilities: tensor([[0.1538]], device='cuda:0')\n",
"Image: 281.png, probabilities: tensor([[0.8669]], device='cuda:0')\n",
"Image: 282.png, probabilities: tensor([[0.9833]], device='cuda:0')\n",
"Image: 283.png, probabilities: tensor([[0.0784]], device='cuda:0')\n",
"Image: 285.png, probabilities: tensor([[0.9979]], device='cuda:0')\n",
"Image: 287.png, probabilities: tensor([[0.6068]], device='cuda:0')\n",
"Image: 289.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 29.png, probabilities: tensor([[0.0856]], device='cuda:0')\n",
"Image: 290.png, probabilities: tensor([[0.9981]], device='cuda:0')\n",
"Image: 291.png, probabilities: tensor([[0.9926]], device='cuda:0')\n",
"Image: 292.png, probabilities: tensor([[0.3515]], device='cuda:0')\n",
"Image: 294.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 295.png, probabilities: tensor([[0.4966]], device='cuda:0')\n",
"Image: 296.png, probabilities: tensor([[0.9940]], device='cuda:0')\n",
"Image: 297.png, probabilities: tensor([[0.9999]], device='cuda:0')\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Image: 298.png, probabilities: tensor([[0.9953]], device='cuda:0')\n",
"Image: 299.png, probabilities: tensor([[0.1865]], device='cuda:0')\n",
"Image: 3.png, probabilities: tensor([[0.1640]], device='cuda:0')\n",
"Image: 300.png, probabilities: tensor([[0.7819]], device='cuda:0')\n",
"Image: 301.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 302.png, probabilities: tensor([[1.]], device='cuda:0')\n",
"Image: 303.png, probabilities: tensor([[0.9951]], device='cuda:0')\n",
"Image: 304.png, probabilities: tensor([[0.8944]], device='cuda:0')\n",
"Image: 306.png, probabilities: tensor([[0.4881]], device='cuda:0')\n",
"Image: 307.png, probabilities: tensor([[0.9115]], device='cuda:0')\n",
"Image: 308.png, probabilities: tensor([[0.2670]], device='cuda:0')\n",
"Image: 309.png, probabilities: tensor([[0.9981]], device='cuda:0')\n",
"Image: 310.png, probabilities: tensor([[0.9974]], device='cuda:0')\n",
"Image: 311.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 312.png, probabilities: tensor([[0.6777]], device='cuda:0')\n",
"Image: 314.png, probabilities: tensor([[0.2295]], device='cuda:0')\n",
"Image: 315.png, probabilities: tensor([[0.8504]], device='cuda:0')\n",
"Image: 317.png, probabilities: tensor([[0.3725]], device='cuda:0')\n",
"Image: 318.png, probabilities: tensor([[0.9856]], device='cuda:0')\n",
"Image: 319.png, probabilities: tensor([[0.9968]], device='cuda:0')\n",
"Image: 32.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 321.png, probabilities: tensor([[0.9590]], device='cuda:0')\n",
"Image: 322.png, probabilities: tensor([[0.8992]], device='cuda:0')\n",
"Image: 323.png, probabilities: tensor([[0.9115]], device='cuda:0')\n",
"Image: 324.png, probabilities: tensor([[0.9882]], device='cuda:0')\n",
"Image: 325.png, probabilities: tensor([[0.9820]], device='cuda:0')\n",
"Image: 326.png, probabilities: tensor([[0.2035]], device='cuda:0')\n",
"Image: 327.png, probabilities: tensor([[0.9074]], device='cuda:0')\n",
"Image: 329.png, probabilities: tensor([[0.6888]], device='cuda:0')\n",
"Image: 33.png, probabilities: tensor([[0.9920]], device='cuda:0')\n",
"Image: 330.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 331.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 332.png, probabilities: tensor([[0.9604]], device='cuda:0')\n",
"Image: 333.png, probabilities: tensor([[0.2669]], device='cuda:0')\n",
"Image: 334.png, probabilities: tensor([[0.9747]], device='cuda:0')\n",
"Image: 335.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 336.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 337.png, probabilities: tensor([[0.7841]], device='cuda:0')\n",
"Image: 338.png, probabilities: tensor([[0.5078]], device='cuda:0')\n",
"Image: 339.png, probabilities: tensor([[0.9821]], device='cuda:0')\n",
"Image: 34.png, probabilities: tensor([[0.0901]], device='cuda:0')\n",
"Image: 340.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 341.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 343.png, probabilities: tensor([[0.9773]], device='cuda:0')\n",
"Image: 344.png, probabilities: tensor([[0.9643]], device='cuda:0')\n",
"Image: 345.png, probabilities: tensor([[0.9723]], device='cuda:0')\n",
"Image: 346.png, probabilities: tensor([[0.2700]], device='cuda:0')\n",
"Image: 347.png, probabilities: tensor([[0.2155]], device='cuda:0')\n",
"Image: 348.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 349.png, probabilities: tensor([[0.3106]], device='cuda:0')\n",
"Image: 35.png, probabilities: tensor([[0.8739]], device='cuda:0')\n",
"Image: 352.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 354.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 355.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 356.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 357.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 358.png, probabilities: tensor([[0.9612]], device='cuda:0')\n",
"Image: 359.png, probabilities: tensor([[0.1207]], device='cuda:0')\n",
"Image: 360.png, probabilities: tensor([[0.3345]], device='cuda:0')\n",
"Image: 361.png, probabilities: tensor([[0.8437]], device='cuda:0')\n",
"Image: 363.png, probabilities: tensor([[0.9980]], device='cuda:0')\n",
"Image: 365.png, probabilities: tensor([[0.4743]], device='cuda:0')\n",
"Image: 366.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 367.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 368.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 369.png, probabilities: tensor([[0.3419]], device='cuda:0')\n",
"Image: 37.png, probabilities: tensor([[0.9986]], device='cuda:0')\n",
"Image: 370.png, probabilities: tensor([[0.9975]], device='cuda:0')\n",
"Image: 371.png, probabilities: tensor([[0.9974]], device='cuda:0')\n",
"Image: 372.png, probabilities: tensor([[0.4527]], device='cuda:0')\n",
"Image: 373.png, probabilities: tensor([[0.9987]], device='cuda:0')\n",
"Image: 374.png, probabilities: tensor([[0.9889]], device='cuda:0')\n",
"Image: 375.png, probabilities: tensor([[0.5059]], device='cuda:0')\n",
"Image: 376.png, probabilities: tensor([[0.9940]], device='cuda:0')\n",
"Image: 377.png, probabilities: tensor([[0.9887]], device='cuda:0')\n",
"Image: 378.png, probabilities: tensor([[0.9636]], device='cuda:0')\n",
"Image: 379.png, probabilities: tensor([[0.4890]], device='cuda:0')\n",
"Image: 38.png, probabilities: tensor([[0.9850]], device='cuda:0')\n",
"Image: 380.png, probabilities: tensor([[0.1819]], device='cuda:0')\n",
"Image: 381.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 382.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 383.png, probabilities: tensor([[0.8588]], device='cuda:0')\n",
"Image: 385.png, probabilities: tensor([[0.9980]], device='cuda:0')\n",
"Image: 386.png, probabilities: tensor([[0.5823]], device='cuda:0')\n",
"Image: 389.png, probabilities: tensor([[0.9969]], device='cuda:0')\n",
"Image: 39.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 390.png, probabilities: tensor([[0.1392]], device='cuda:0')\n",
"Image: 391.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 392.png, probabilities: tensor([[0.9933]], device='cuda:0')\n",
"Image: 395.png, probabilities: tensor([[0.9489]], device='cuda:0')\n",
"Image: 398.png, probabilities: tensor([[0.1002]], device='cuda:0')\n",
"Image: 399.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 4.png, probabilities: tensor([[0.9954]], device='cuda:0')\n",
"Image: 40.png, probabilities: tensor([[0.9935]], device='cuda:0')\n",
"Image: 402.png, probabilities: tensor([[0.9971]], device='cuda:0')\n",
"Image: 403.png, probabilities: tensor([[0.2957]], device='cuda:0')\n",
"Image: 404.png, probabilities: tensor([[0.9915]], device='cuda:0')\n",
"Image: 405.png, probabilities: tensor([[0.9591]], device='cuda:0')\n",
"Image: 406.png, probabilities: tensor([[0.9929]], device='cuda:0')\n",
"Image: 407.png, probabilities: tensor([[0.2710]], device='cuda:0')\n",
"Image: 408.png, probabilities: tensor([[0.9369]], device='cuda:0')\n",
"Image: 409.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 41.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 410.png, probabilities: tensor([[0.2750]], device='cuda:0')\n",
"Image: 411.png, probabilities: tensor([[0.6763]], device='cuda:0')\n",
"Image: 414.png, probabilities: tensor([[0.9918]], device='cuda:0')\n",
"Image: 416.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 417.png, probabilities: tensor([[0.2438]], device='cuda:0')\n",
"Image: 419.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 42.png, probabilities: tensor([[0.9977]], device='cuda:0')\n",
"Image: 420.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 421.png, probabilities: tensor([[0.9991]], device='cuda:0')\n",
"Image: 422.png, probabilities: tensor([[0.8096]], device='cuda:0')\n",
"Image: 423.png, probabilities: tensor([[0.8115]], device='cuda:0')\n",
"Image: 424.png, probabilities: tensor([[0.9893]], device='cuda:0')\n",
"Image: 425.png, probabilities: tensor([[0.9692]], device='cuda:0')\n",
"Image: 426.png, probabilities: tensor([[0.1999]], device='cuda:0')\n",
"Image: 427.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 428.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 429.png, probabilities: tensor([[0.9974]], device='cuda:0')\n",
"Image: 43.png, probabilities: tensor([[0.8120]], device='cuda:0')\n",
"Image: 430.png, probabilities: tensor([[0.4046]], device='cuda:0')\n",
"Image: 431.png, probabilities: tensor([[0.9810]], device='cuda:0')\n",
"Image: 432.png, probabilities: tensor([[0.0976]], device='cuda:0')\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Image: 433.png, probabilities: tensor([[0.0864]], device='cuda:0')\n",
"Image: 435.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 436.png, probabilities: tensor([[0.3852]], device='cuda:0')\n",
"Image: 437.png, probabilities: tensor([[0.9852]], device='cuda:0')\n",
"Image: 438.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 439.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 44.png, probabilities: tensor([[0.5707]], device='cuda:0')\n",
"Image: 441.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 442.png, probabilities: tensor([[0.9198]], device='cuda:0')\n",
"Image: 443.png, probabilities: tensor([[0.8540]], device='cuda:0')\n",
"Image: 445.png, probabilities: tensor([[0.7391]], device='cuda:0')\n",
"Image: 446.png, probabilities: tensor([[0.1014]], device='cuda:0')\n",
"Image: 447.png, probabilities: tensor([[0.8477]], device='cuda:0')\n",
"Image: 448.png, probabilities: tensor([[0.9466]], device='cuda:0')\n",
"Image: 449.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 45.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 450.png, probabilities: tensor([[0.9677]], device='cuda:0')\n",
"Image: 451.png, probabilities: tensor([[0.9828]], device='cuda:0')\n",
"Image: 452.png, probabilities: tensor([[0.9992]], device='cuda:0')\n",
"Image: 453.png, probabilities: tensor([[0.9934]], device='cuda:0')\n",
"Image: 454.png, probabilities: tensor([[0.4906]], device='cuda:0')\n",
"Image: 455.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 456.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 457.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 459.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 46.png, probabilities: tensor([[0.1338]], device='cuda:0')\n",
"Image: 460.png, probabilities: tensor([[0.9848]], device='cuda:0')\n",
"Image: 461.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 462.png, probabilities: tensor([[0.9991]], device='cuda:0')\n",
"Image: 463.png, probabilities: tensor([[0.8919]], device='cuda:0')\n",
"Image: 464.png, probabilities: tensor([[0.9984]], device='cuda:0')\n",
"Image: 465.png, probabilities: tensor([[0.8326]], device='cuda:0')\n",
"Image: 466.png, probabilities: tensor([[0.9869]], device='cuda:0')\n",
"Image: 467.png, probabilities: tensor([[0.9184]], device='cuda:0')\n",
"Image: 468.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 47.png, probabilities: tensor([[0.8141]], device='cuda:0')\n",
"Image: 470.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 471.png, probabilities: tensor([[0.7686]], device='cuda:0')\n",
"Image: 472.png, probabilities: tensor([[0.9405]], device='cuda:0')\n",
"Image: 473.png, probabilities: tensor([[0.5525]], device='cuda:0')\n",
"Image: 474.png, probabilities: tensor([[0.9959]], device='cuda:0')\n",
"Image: 475.png, probabilities: tensor([[0.9243]], device='cuda:0')\n",
"Image: 476.png, probabilities: tensor([[0.5296]], device='cuda:0')\n",
"Image: 480.png, probabilities: tensor([[0.9602]], device='cuda:0')\n",
"Image: 481.png, probabilities: tensor([[0.9209]], device='cuda:0')\n",
"Image: 482.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 483.png, probabilities: tensor([[0.8969]], device='cuda:0')\n",
"Image: 484.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 485.png, probabilities: tensor([[0.9952]], device='cuda:0')\n",
"Image: 486.png, probabilities: tensor([[0.9976]], device='cuda:0')\n",
"Image: 487.png, probabilities: tensor([[0.8695]], device='cuda:0')\n",
"Image: 488.png, probabilities: tensor([[0.9959]], device='cuda:0')\n",
"Image: 489.png, probabilities: tensor([[0.9954]], device='cuda:0')\n",
"Image: 490.png, probabilities: tensor([[0.2015]], device='cuda:0')\n",
"Image: 491.png, probabilities: tensor([[0.7228]], device='cuda:0')\n",
"Image: 492.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 493.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 494.png, probabilities: tensor([[0.1025]], device='cuda:0')\n",
"Image: 495.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 496.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 497.png, probabilities: tensor([[0.2126]], device='cuda:0')\n",
"Image: 498.png, probabilities: tensor([[0.3848]], device='cuda:0')\n",
"Image: 5.png, probabilities: tensor([[0.9850]], device='cuda:0')\n",
"Image: 50.png, probabilities: tensor([[0.9674]], device='cuda:0')\n",
"Image: 500.png, probabilities: tensor([[0.9960]], device='cuda:0')\n",
"Image: 501.png, probabilities: tensor([[0.9981]], device='cuda:0')\n",
"Image: 502.png, probabilities: tensor([[0.9046]], device='cuda:0')\n",
"Image: 504.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 505.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 506.png, probabilities: tensor([[0.9973]], device='cuda:0')\n",
"Image: 507.png, probabilities: tensor([[0.9982]], device='cuda:0')\n",
"Image: 508.png, probabilities: tensor([[0.1743]], device='cuda:0')\n",
"Image: 509.png, probabilities: tensor([[0.1712]], device='cuda:0')\n",
"Image: 51.png, probabilities: tensor([[0.0908]], device='cuda:0')\n",
"Image: 510.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 511.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 512.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 513.png, probabilities: tensor([[0.1263]], device='cuda:0')\n",
"Image: 514.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 515.png, probabilities: tensor([[0.9472]], device='cuda:0')\n",
"Image: 516.png, probabilities: tensor([[0.9528]], device='cuda:0')\n",
"Image: 517.png, probabilities: tensor([[0.9734]], device='cuda:0')\n",
"Image: 518.png, probabilities: tensor([[0.9898]], device='cuda:0')\n",
"Image: 519.png, probabilities: tensor([[0.7960]], device='cuda:0')\n",
"Image: 520.png, probabilities: tensor([[0.9724]], device='cuda:0')\n",
"Image: 521.png, probabilities: tensor([[0.0868]], device='cuda:0')\n",
"Image: 522.png, probabilities: tensor([[0.4203]], device='cuda:0')\n",
"Image: 523.png, probabilities: tensor([[0.0946]], device='cuda:0')\n",
"Image: 524.png, probabilities: tensor([[0.9917]], device='cuda:0')\n",
"Image: 526.png, probabilities: tensor([[0.9930]], device='cuda:0')\n",
"Image: 527.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 528.png, probabilities: tensor([[0.7037]], device='cuda:0')\n",
"Image: 529.png, probabilities: tensor([[0.9976]], device='cuda:0')\n",
"Image: 53.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 531.png, probabilities: tensor([[0.5545]], device='cuda:0')\n",
"Image: 532.png, probabilities: tensor([[0.9974]], device='cuda:0')\n",
"Image: 533.png, probabilities: tensor([[0.1100]], device='cuda:0')\n",
"Image: 534.png, probabilities: tensor([[0.7976]], device='cuda:0')\n",
"Image: 535.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 536.png, probabilities: tensor([[0.4992]], device='cuda:0')\n",
"Image: 537.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 538.png, probabilities: tensor([[0.9289]], device='cuda:0')\n",
"Image: 539.png, probabilities: tensor([[0.9323]], device='cuda:0')\n",
"Image: 54.png, probabilities: tensor([[0.9540]], device='cuda:0')\n",
"Image: 540.png, probabilities: tensor([[0.6974]], device='cuda:0')\n",
"Image: 541.png, probabilities: tensor([[0.9828]], device='cuda:0')\n",
"Image: 543.png, probabilities: tensor([[0.4251]], device='cuda:0')\n",
"Image: 544.png, probabilities: tensor([[0.9922]], device='cuda:0')\n",
"Image: 545.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 546.png, probabilities: tensor([[0.6911]], device='cuda:0')\n",
"Image: 547.png, probabilities: tensor([[0.4904]], device='cuda:0')\n",
"Image: 548.png, probabilities: tensor([[0.1058]], device='cuda:0')\n",
"Image: 549.png, probabilities: tensor([[0.9236]], device='cuda:0')\n",
"Image: 55.png, probabilities: tensor([[0.1722]], device='cuda:0')\n",
"Image: 550.png, probabilities: tensor([[0.5221]], device='cuda:0')\n",
"Image: 551.png, probabilities: tensor([[0.7328]], device='cuda:0')\n",
"Image: 552.png, probabilities: tensor([[0.1648]], device='cuda:0')\n",
"Image: 553.png, probabilities: tensor([[0.9970]], device='cuda:0')\n",
"Image: 554.png, probabilities: tensor([[0.4741]], device='cuda:0')\n",
"Image: 555.png, probabilities: tensor([[0.5109]], device='cuda:0')\n",
"Image: 556.png, probabilities: tensor([[0.9513]], device='cuda:0')\n",
"Image: 557.png, probabilities: tensor([[0.1324]], device='cuda:0')\n",
"Image: 558.png, probabilities: tensor([[0.9908]], device='cuda:0')\n",
"Image: 559.png, probabilities: tensor([[0.9219]], device='cuda:0')\n",
"Image: 56.png, probabilities: tensor([[0.9300]], device='cuda:0')\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Image: 560.png, probabilities: tensor([[0.6037]], device='cuda:0')\n",
"Image: 561.png, probabilities: tensor([[0.2093]], device='cuda:0')\n",
"Image: 562.png, probabilities: tensor([[0.5838]], device='cuda:0')\n",
"Image: 563.png, probabilities: tensor([[0.9603]], device='cuda:0')\n",
"Image: 564.png, probabilities: tensor([[0.7786]], device='cuda:0')\n",
"Image: 565.png, probabilities: tensor([[0.9919]], device='cuda:0')\n",
"Image: 566.png, probabilities: tensor([[0.9863]], device='cuda:0')\n",
"Image: 568.png, probabilities: tensor([[0.9985]], device='cuda:0')\n",
"Image: 569.png, probabilities: tensor([[0.9424]], device='cuda:0')\n",
"Image: 571.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 572.png, probabilities: tensor([[0.4745]], device='cuda:0')\n",
"Image: 574.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 575.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 576.png, probabilities: tensor([[0.6552]], device='cuda:0')\n",
"Image: 579.png, probabilities: tensor([[0.0927]], device='cuda:0')\n",
"Image: 58.png, probabilities: tensor([[0.9981]], device='cuda:0')\n",
"Image: 580.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 581.png, probabilities: tensor([[0.9895]], device='cuda:0')\n",
"Image: 582.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 583.png, probabilities: tensor([[0.9906]], device='cuda:0')\n",
"Image: 584.png, probabilities: tensor([[0.3168]], device='cuda:0')\n",
"Image: 585.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 586.png, probabilities: tensor([[0.9983]], device='cuda:0')\n",
"Image: 587.png, probabilities: tensor([[0.9952]], device='cuda:0')\n",
"Image: 588.png, probabilities: tensor([[0.9742]], device='cuda:0')\n",
"Image: 589.png, probabilities: tensor([[0.2544]], device='cuda:0')\n",
"Image: 590.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 591.png, probabilities: tensor([[0.8871]], device='cuda:0')\n",
"Image: 593.png, probabilities: tensor([[0.8422]], device='cuda:0')\n",
"Image: 594.png, probabilities: tensor([[0.9962]], device='cuda:0')\n",
"Image: 595.png, probabilities: tensor([[0.0908]], device='cuda:0')\n",
"Image: 596.png, probabilities: tensor([[0.1051]], device='cuda:0')\n",
"Image: 597.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 598.png, probabilities: tensor([[0.5003]], device='cuda:0')\n",
"Image: 599.png, probabilities: tensor([[0.9935]], device='cuda:0')\n",
"Image: 6.png, probabilities: tensor([[0.8652]], device='cuda:0')\n",
"Image: 60.png, probabilities: tensor([[0.9384]], device='cuda:0')\n",
"Image: 601.png, probabilities: tensor([[0.2533]], device='cuda:0')\n",
"Image: 602.png, probabilities: tensor([[0.5581]], device='cuda:0')\n",
"Image: 603.png, probabilities: tensor([[0.9950]], device='cuda:0')\n",
"Image: 604.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 605.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 606.png, probabilities: tensor([[0.2512]], device='cuda:0')\n",
"Image: 607.png, probabilities: tensor([[0.9889]], device='cuda:0')\n",
"Image: 608.png, probabilities: tensor([[0.1708]], device='cuda:0')\n",
"Image: 61.png, probabilities: tensor([[0.7691]], device='cuda:0')\n",
"Image: 610.png, probabilities: tensor([[0.4485]], device='cuda:0')\n",
"Image: 612.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 613.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 614.png, probabilities: tensor([[0.9944]], device='cuda:0')\n",
"Image: 615.png, probabilities: tensor([[0.5570]], device='cuda:0')\n",
"Image: 616.png, probabilities: tensor([[0.3093]], device='cuda:0')\n",
"Image: 617.png, probabilities: tensor([[0.8103]], device='cuda:0')\n",
"Image: 618.png, probabilities: tensor([[0.9964]], device='cuda:0')\n",
"Image: 619.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 62.png, probabilities: tensor([[0.4957]], device='cuda:0')\n",
"Image: 620.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 621.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 623.png, probabilities: tensor([[0.9003]], device='cuda:0')\n",
"Image: 626.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 628.png, probabilities: tensor([[0.9919]], device='cuda:0')\n",
"Image: 629.png, probabilities: tensor([[0.1760]], device='cuda:0')\n",
"Image: 63.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 631.png, probabilities: tensor([[0.9872]], device='cuda:0')\n",
"Image: 632.png, probabilities: tensor([[0.9982]], device='cuda:0')\n",
"Image: 634.png, probabilities: tensor([[0.9161]], device='cuda:0')\n",
"Image: 635.png, probabilities: tensor([[0.3708]], device='cuda:0')\n",
"Image: 636.png, probabilities: tensor([[0.7980]], device='cuda:0')\n",
"Image: 637.png, probabilities: tensor([[0.5376]], device='cuda:0')\n",
"Image: 638.png, probabilities: tensor([[0.9806]], device='cuda:0')\n",
"Image: 640.png, probabilities: tensor([[0.7942]], device='cuda:0')\n",
"Image: 641.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 642.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 643.png, probabilities: tensor([[0.1409]], device='cuda:0')\n",
"Image: 644.png, probabilities: tensor([[0.8630]], device='cuda:0')\n",
"Image: 645.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 646.png, probabilities: tensor([[0.4887]], device='cuda:0')\n",
"Image: 647.png, probabilities: tensor([[0.9980]], device='cuda:0')\n",
"Image: 648.png, probabilities: tensor([[0.9749]], device='cuda:0')\n",
"Image: 649.png, probabilities: tensor([[0.9354]], device='cuda:0')\n",
"Image: 65.png, probabilities: tensor([[0.9747]], device='cuda:0')\n",
"Image: 652.png, probabilities: tensor([[0.7711]], device='cuda:0')\n",
"Image: 653.png, probabilities: tensor([[0.4300]], device='cuda:0')\n",
"Image: 654.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 655.png, probabilities: tensor([[0.7735]], device='cuda:0')\n",
"Image: 656.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 657.png, probabilities: tensor([[0.9389]], device='cuda:0')\n",
"Image: 658.png, probabilities: tensor([[0.9969]], device='cuda:0')\n",
"Image: 659.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 66.png, probabilities: tensor([[0.9219]], device='cuda:0')\n",
"Image: 660.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 661.png, probabilities: tensor([[0.1696]], device='cuda:0')\n",
"Image: 662.png, probabilities: tensor([[0.9960]], device='cuda:0')\n",
"Image: 663.png, probabilities: tensor([[0.9342]], device='cuda:0')\n",
"Image: 664.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 665.png, probabilities: tensor([[0.3207]], device='cuda:0')\n",
"Image: 667.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 668.png, probabilities: tensor([[0.6370]], device='cuda:0')\n",
"Image: 669.png, probabilities: tensor([[0.1503]], device='cuda:0')\n",
"Image: 671.png, probabilities: tensor([[0.9122]], device='cuda:0')\n",
"Image: 674.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 675.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 676.png, probabilities: tensor([[0.9801]], device='cuda:0')\n",
"Image: 677.png, probabilities: tensor([[0.9989]], device='cuda:0')\n",
"Image: 678.png, probabilities: tensor([[0.6776]], device='cuda:0')\n",
"Image: 679.png, probabilities: tensor([[0.9967]], device='cuda:0')\n",
"Image: 68.png, probabilities: tensor([[0.7115]], device='cuda:0')\n",
"Image: 680.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 682.png, probabilities: tensor([[0.3534]], device='cuda:0')\n",
"Image: 683.png, probabilities: tensor([[0.2825]], device='cuda:0')\n",
"Image: 686.png, probabilities: tensor([[0.6276]], device='cuda:0')\n",
"Image: 687.png, probabilities: tensor([[0.9835]], device='cuda:0')\n",
"Image: 688.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 689.png, probabilities: tensor([[0.9387]], device='cuda:0')\n",
"Image: 69.png, probabilities: tensor([[0.9874]], device='cuda:0')\n",
"Image: 690.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 691.png, probabilities: tensor([[0.9976]], device='cuda:0')\n",
"Image: 693.png, probabilities: tensor([[0.9043]], device='cuda:0')\n",
"Image: 697.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 698.png, probabilities: tensor([[0.7528]], device='cuda:0')\n",
"Image: 699.png, probabilities: tensor([[0.8962]], device='cuda:0')\n",
"Image: 7.png, probabilities: tensor([[0.7302]], device='cuda:0')\n",
"Image: 70.png, probabilities: tensor([[0.8401]], device='cuda:0')\n",
"Image: 700.png, probabilities: tensor([[0.9962]], device='cuda:0')\n",
"Image: 701.png, probabilities: tensor([[0.9497]], device='cuda:0')\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Image: 702.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 703.png, probabilities: tensor([[0.9979]], device='cuda:0')\n",
"Image: 704.png, probabilities: tensor([[0.3500]], device='cuda:0')\n",
"Image: 705.png, probabilities: tensor([[0.8909]], device='cuda:0')\n",
"Image: 706.png, probabilities: tensor([[0.9782]], device='cuda:0')\n",
"Image: 707.png, probabilities: tensor([[0.9987]], device='cuda:0')\n",
"Image: 708.png, probabilities: tensor([[0.1519]], device='cuda:0')\n",
"Image: 709.png, probabilities: tensor([[0.9775]], device='cuda:0')\n",
"Image: 71.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 713.png, probabilities: tensor([[0.9862]], device='cuda:0')\n",
"Image: 718.png, probabilities: tensor([[0.9453]], device='cuda:0')\n",
"Image: 719.png, probabilities: tensor([[0.1558]], device='cuda:0')\n",
"Image: 72.png, probabilities: tensor([[0.9986]], device='cuda:0')\n",
"Image: 720.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 721.png, probabilities: tensor([[0.9641]], device='cuda:0')\n",
"Image: 722.png, probabilities: tensor([[0.9059]], device='cuda:0')\n",
"Image: 723.png, probabilities: tensor([[0.8982]], device='cuda:0')\n",
"Image: 724.png, probabilities: tensor([[0.9976]], device='cuda:0')\n",
"Image: 725.png, probabilities: tensor([[0.0848]], device='cuda:0')\n",
"Image: 726.png, probabilities: tensor([[0.9972]], device='cuda:0')\n",
"Image: 727.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 728.png, probabilities: tensor([[0.5906]], device='cuda:0')\n",
"Image: 729.png, probabilities: tensor([[0.6455]], device='cuda:0')\n",
"Image: 730.png, probabilities: tensor([[0.8715]], device='cuda:0')\n",
"Image: 731.png, probabilities: tensor([[0.9871]], device='cuda:0')\n",
"Image: 732.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 734.png, probabilities: tensor([[0.1646]], device='cuda:0')\n",
"Image: 735.png, probabilities: tensor([[0.9937]], device='cuda:0')\n",
"Image: 736.png, probabilities: tensor([[0.2183]], device='cuda:0')\n",
"Image: 737.png, probabilities: tensor([[0.8338]], device='cuda:0')\n",
"Image: 738.png, probabilities: tensor([[0.9545]], device='cuda:0')\n",
"Image: 739.png, probabilities: tensor([[0.7547]], device='cuda:0')\n",
"Image: 74.png, probabilities: tensor([[0.9886]], device='cuda:0')\n",
"Image: 740.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 741.png, probabilities: tensor([[0.9979]], device='cuda:0')\n",
"Image: 743.png, probabilities: tensor([[0.9916]], device='cuda:0')\n",
"Image: 744.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 745.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 746.png, probabilities: tensor([[0.9685]], device='cuda:0')\n",
"Image: 747.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 748.png, probabilities: tensor([[0.9963]], device='cuda:0')\n",
"Image: 749.png, probabilities: tensor([[0.4850]], device='cuda:0')\n",
"Image: 75.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 751.png, probabilities: tensor([[0.5634]], device='cuda:0')\n",
"Image: 752.png, probabilities: tensor([[0.5470]], device='cuda:0')\n",
"Image: 753.png, probabilities: tensor([[0.1529]], device='cuda:0')\n",
"Image: 754.png, probabilities: tensor([[0.1064]], device='cuda:0')\n",
"Image: 755.png, probabilities: tensor([[0.9970]], device='cuda:0')\n",
"Image: 756.png, probabilities: tensor([[0.9563]], device='cuda:0')\n",
"Image: 757.png, probabilities: tensor([[0.3208]], device='cuda:0')\n",
"Image: 758.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 759.png, probabilities: tensor([[0.7868]], device='cuda:0')\n",
"Image: 76.png, probabilities: tensor([[0.7066]], device='cuda:0')\n",
"Image: 760.png, probabilities: tensor([[0.7962]], device='cuda:0')\n",
"Image: 761.png, probabilities: tensor([[0.9992]], device='cuda:0')\n",
"Image: 762.png, probabilities: tensor([[0.9972]], device='cuda:0')\n",
"Image: 763.png, probabilities: tensor([[0.9921]], device='cuda:0')\n",
"Image: 764.png, probabilities: tensor([[0.6872]], device='cuda:0')\n",
"Image: 765.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 766.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 767.png, probabilities: tensor([[0.9819]], device='cuda:0')\n",
"Image: 768.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 769.png, probabilities: tensor([[0.7946]], device='cuda:0')\n",
"Image: 77.png, probabilities: tensor([[0.9692]], device='cuda:0')\n",
"Image: 770.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 771.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 772.png, probabilities: tensor([[0.1057]], device='cuda:0')\n",
"Image: 773.png, probabilities: tensor([[0.8994]], device='cuda:0')\n",
"Image: 774.png, probabilities: tensor([[0.9886]], device='cuda:0')\n",
"Image: 775.png, probabilities: tensor([[0.9830]], device='cuda:0')\n",
"Image: 777.png, probabilities: tensor([[0.7657]], device='cuda:0')\n",
"Image: 778.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 779.png, probabilities: tensor([[0.6216]], device='cuda:0')\n",
"Image: 78.png, probabilities: tensor([[0.5951]], device='cuda:0')\n",
"Image: 780.png, probabilities: tensor([[0.9891]], device='cuda:0')\n",
"Image: 781.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 782.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 783.png, probabilities: tensor([[0.6728]], device='cuda:0')\n",
"Image: 784.png, probabilities: tensor([[0.9986]], device='cuda:0')\n",
"Image: 785.png, probabilities: tensor([[0.4796]], device='cuda:0')\n",
"Image: 786.png, probabilities: tensor([[0.6520]], device='cuda:0')\n",
"Image: 787.png, probabilities: tensor([[0.6209]], device='cuda:0')\n",
"Image: 789.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 79.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 790.png, probabilities: tensor([[0.0829]], device='cuda:0')\n",
"Image: 791.png, probabilities: tensor([[0.4954]], device='cuda:0')\n",
"Image: 792.png, probabilities: tensor([[0.1478]], device='cuda:0')\n",
"Image: 793.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 794.png, probabilities: tensor([[0.8111]], device='cuda:0')\n",
"Image: 795.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 796.png, probabilities: tensor([[0.9714]], device='cuda:0')\n",
"Image: 797.png, probabilities: tensor([[0.9990]], device='cuda:0')\n",
"Image: 798.png, probabilities: tensor([[0.7509]], device='cuda:0')\n",
"Image: 799.png, probabilities: tensor([[0.1545]], device='cuda:0')\n",
"Image: 80.png, probabilities: tensor([[0.9985]], device='cuda:0')\n",
"Image: 800.png, probabilities: tensor([[0.9970]], device='cuda:0')\n",
"Image: 802.png, probabilities: tensor([[0.0917]], device='cuda:0')\n",
"Image: 803.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 804.png, probabilities: tensor([[0.5928]], device='cuda:0')\n",
"Image: 805.png, probabilities: tensor([[0.9758]], device='cuda:0')\n",
"Image: 806.png, probabilities: tensor([[0.4562]], device='cuda:0')\n",
"Image: 807.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 809.png, probabilities: tensor([[0.9955]], device='cuda:0')\n",
"Image: 81.png, probabilities: tensor([[0.9188]], device='cuda:0')\n",
"Image: 810.png, probabilities: tensor([[0.3929]], device='cuda:0')\n",
"Image: 811.png, probabilities: tensor([[0.4093]], device='cuda:0')\n",
"Image: 812.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 813.png, probabilities: tensor([[0.8086]], device='cuda:0')\n",
"Image: 815.png, probabilities: tensor([[0.9792]], device='cuda:0')\n",
"Image: 817.png, probabilities: tensor([[0.1523]], device='cuda:0')\n",
"Image: 82.png, probabilities: tensor([[0.9570]], device='cuda:0')\n",
"Image: 821.png, probabilities: tensor([[0.9455]], device='cuda:0')\n",
"Image: 822.png, probabilities: tensor([[0.9647]], device='cuda:0')\n",
"Image: 823.png, probabilities: tensor([[0.3889]], device='cuda:0')\n",
"Image: 824.png, probabilities: tensor([[0.9964]], device='cuda:0')\n",
"Image: 825.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 826.png, probabilities: tensor([[0.9886]], device='cuda:0')\n",
"Image: 827.png, probabilities: tensor([[0.8574]], device='cuda:0')\n",
"Image: 828.png, probabilities: tensor([[0.1760]], device='cuda:0')\n",
"Image: 829.png, probabilities: tensor([[0.9984]], device='cuda:0')\n",
"Image: 83.png, probabilities: tensor([[0.9652]], device='cuda:0')\n",
"Image: 830.png, probabilities: tensor([[0.8191]], device='cuda:0')\n",
"Image: 831.png, probabilities: tensor([[0.5931]], device='cuda:0')\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Image: 832.png, probabilities: tensor([[0.7373]], device='cuda:0')\n",
"Image: 833.png, probabilities: tensor([[0.3641]], device='cuda:0')\n",
"Image: 834.png, probabilities: tensor([[0.8001]], device='cuda:0')\n",
"Image: 835.png, probabilities: tensor([[0.6530]], device='cuda:0')\n",
"Image: 836.png, probabilities: tensor([[0.9552]], device='cuda:0')\n",
"Image: 837.png, probabilities: tensor([[0.1598]], device='cuda:0')\n",
"Image: 838.png, probabilities: tensor([[0.9871]], device='cuda:0')\n",
"Image: 839.png, probabilities: tensor([[0.9956]], device='cuda:0')\n",
"Image: 84.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 840.png, probabilities: tensor([[0.7139]], device='cuda:0')\n",
"Image: 841.png, probabilities: tensor([[0.4956]], device='cuda:0')\n",
"Image: 842.png, probabilities: tensor([[0.9958]], device='cuda:0')\n",
"Image: 843.png, probabilities: tensor([[0.1795]], device='cuda:0')\n",
"Image: 845.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 846.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 847.png, probabilities: tensor([[0.9865]], device='cuda:0')\n",
"Image: 848.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 849.png, probabilities: tensor([[0.1230]], device='cuda:0')\n",
"Image: 85.png, probabilities: tensor([[0.1523]], device='cuda:0')\n",
"Image: 850.png, probabilities: tensor([[0.1356]], device='cuda:0')\n",
"Image: 852.png, probabilities: tensor([[0.9836]], device='cuda:0')\n",
"Image: 853.png, probabilities: tensor([[0.4158]], device='cuda:0')\n",
"Image: 854.png, probabilities: tensor([[0.0968]], device='cuda:0')\n",
"Image: 855.png, probabilities: tensor([[0.9650]], device='cuda:0')\n",
"Image: 856.png, probabilities: tensor([[0.3099]], device='cuda:0')\n",
"Image: 857.png, probabilities: tensor([[0.2750]], device='cuda:0')\n",
"Image: 858.png, probabilities: tensor([[0.4625]], device='cuda:0')\n",
"Image: 859.png, probabilities: tensor([[0.3299]], device='cuda:0')\n",
"Image: 86.png, probabilities: tensor([[0.9760]], device='cuda:0')\n",
"Image: 860.png, probabilities: tensor([[0.9272]], device='cuda:0')\n",
"Image: 862.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 866.png, probabilities: tensor([[0.0859]], device='cuda:0')\n",
"Image: 867.png, probabilities: tensor([[0.9415]], device='cuda:0')\n",
"Image: 868.png, probabilities: tensor([[0.5983]], device='cuda:0')\n",
"Image: 869.png, probabilities: tensor([[0.8496]], device='cuda:0')\n",
"Image: 870.png, probabilities: tensor([[0.7020]], device='cuda:0')\n",
"Image: 871.png, probabilities: tensor([[0.7364]], device='cuda:0')\n",
"Image: 872.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 873.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 874.png, probabilities: tensor([[0.9229]], device='cuda:0')\n",
"Image: 875.png, probabilities: tensor([[0.0887]], device='cuda:0')\n",
"Image: 876.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 879.png, probabilities: tensor([[0.1339]], device='cuda:0')\n",
"Image: 88.png, probabilities: tensor([[0.4853]], device='cuda:0')\n",
"Image: 880.png, probabilities: tensor([[0.7385]], device='cuda:0')\n",
"Image: 881.png, probabilities: tensor([[0.8786]], device='cuda:0')\n",
"Image: 884.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 885.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 887.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 888.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 889.png, probabilities: tensor([[0.9145]], device='cuda:0')\n",
"Image: 890.png, probabilities: tensor([[0.9813]], device='cuda:0')\n",
"Image: 891.png, probabilities: tensor([[0.3142]], device='cuda:0')\n",
"Image: 892.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 894.png, probabilities: tensor([[0.9982]], device='cuda:0')\n",
"Image: 895.png, probabilities: tensor([[0.5560]], device='cuda:0')\n",
"Image: 897.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 898.png, probabilities: tensor([[0.0945]], device='cuda:0')\n",
"Image: 899.png, probabilities: tensor([[0.2587]], device='cuda:0')\n",
"Image: 9.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 90.png, probabilities: tensor([[0.1438]], device='cuda:0')\n",
"Image: 900.png, probabilities: tensor([[0.9961]], device='cuda:0')\n",
"Image: 902.png, probabilities: tensor([[0.9995]], device='cuda:0')\n",
"Image: 903.png, probabilities: tensor([[0.8771]], device='cuda:0')\n",
"Image: 904.png, probabilities: tensor([[0.0886]], device='cuda:0')\n",
"Image: 905.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 906.png, probabilities: tensor([[0.9997]], device='cuda:0')\n",
"Image: 907.png, probabilities: tensor([[0.3080]], device='cuda:0')\n",
"Image: 908.png, probabilities: tensor([[0.0736]], device='cuda:0')\n",
"Image: 909.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 91.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 910.png, probabilities: tensor([[0.9988]], device='cuda:0')\n",
"Image: 911.png, probabilities: tensor([[0.9731]], device='cuda:0')\n",
"Image: 912.png, probabilities: tensor([[0.6966]], device='cuda:0')\n",
"Image: 913.png, probabilities: tensor([[0.9782]], device='cuda:0')\n",
"Image: 915.png, probabilities: tensor([[0.0828]], device='cuda:0')\n",
"Image: 916.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 917.png, probabilities: tensor([[0.2300]], device='cuda:0')\n",
"Image: 918.png, probabilities: tensor([[0.8783]], device='cuda:0')\n",
"Image: 919.png, probabilities: tensor([[0.9930]], device='cuda:0')\n",
"Image: 92.png, probabilities: tensor([[0.4636]], device='cuda:0')\n",
"Image: 921.png, probabilities: tensor([[0.6411]], device='cuda:0')\n",
"Image: 922.png, probabilities: tensor([[0.5057]], device='cuda:0')\n",
"Image: 925.png, probabilities: tensor([[0.3462]], device='cuda:0')\n",
"Image: 926.png, probabilities: tensor([[0.0856]], device='cuda:0')\n",
"Image: 927.png, probabilities: tensor([[0.8358]], device='cuda:0')\n",
"Image: 929.png, probabilities: tensor([[0.5666]], device='cuda:0')\n",
"Image: 93.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 931.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 932.png, probabilities: tensor([[0.9911]], device='cuda:0')\n",
"Image: 934.png, probabilities: tensor([[0.6791]], device='cuda:0')\n",
"Image: 935.png, probabilities: tensor([[0.0844]], device='cuda:0')\n",
"Image: 936.png, probabilities: tensor([[0.9442]], device='cuda:0')\n",
"Image: 937.png, probabilities: tensor([[0.1311]], device='cuda:0')\n",
"Image: 938.png, probabilities: tensor([[0.3800]], device='cuda:0')\n",
"Image: 939.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 94.png, probabilities: tensor([[0.9857]], device='cuda:0')\n",
"Image: 940.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 941.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 942.png, probabilities: tensor([[0.1564]], device='cuda:0')\n",
"Image: 943.png, probabilities: tensor([[0.3817]], device='cuda:0')\n",
"Image: 944.png, probabilities: tensor([[0.6272]], device='cuda:0')\n",
"Image: 945.png, probabilities: tensor([[0.1469]], device='cuda:0')\n",
"Image: 946.png, probabilities: tensor([[0.9304]], device='cuda:0')\n",
"Image: 947.png, probabilities: tensor([[0.1642]], device='cuda:0')\n",
"Image: 948.png, probabilities: tensor([[0.9583]], device='cuda:0')\n",
"Image: 949.png, probabilities: tensor([[0.4188]], device='cuda:0')\n",
"Image: 95.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 950.png, probabilities: tensor([[0.4057]], device='cuda:0')\n",
"Image: 951.png, probabilities: tensor([[0.9993]], device='cuda:0')\n",
"Image: 952.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 953.png, probabilities: tensor([[0.9703]], device='cuda:0')\n",
"Image: 954.png, probabilities: tensor([[0.3126]], device='cuda:0')\n",
"Image: 955.png, probabilities: tensor([[0.8071]], device='cuda:0')\n",
"Image: 956.png, probabilities: tensor([[0.3739]], device='cuda:0')\n",
"Image: 958.png, probabilities: tensor([[0.9663]], device='cuda:0')\n",
"Image: 959.png, probabilities: tensor([[0.5024]], device='cuda:0')\n",
"Image: 96.png, probabilities: tensor([[0.9172]], device='cuda:0')\n",
"Image: 961.png, probabilities: tensor([[0.9981]], device='cuda:0')\n",
"Image: 962.png, probabilities: tensor([[0.4659]], device='cuda:0')\n",
"Image: 963.png, probabilities: tensor([[0.9875]], device='cuda:0')\n",
"Image: 966.png, probabilities: tensor([[0.8276]], device='cuda:0')\n",
"Image: 968.png, probabilities: tensor([[0.9481]], device='cuda:0')\n",
"Image: 969.png, probabilities: tensor([[0.9942]], device='cuda:0')\n",
"Image: 97.png, probabilities: tensor([[0.3735]], device='cuda:0')\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Image: 970.png, probabilities: tensor([[0.9907]], device='cuda:0')\n",
"Image: 971.png, probabilities: tensor([[0.9974]], device='cuda:0')\n",
"Image: 972.png, probabilities: tensor([[0.9998]], device='cuda:0')\n",
"Image: 973.png, probabilities: tensor([[0.9747]], device='cuda:0')\n",
"Image: 974.png, probabilities: tensor([[0.8266]], device='cuda:0')\n",
"Image: 975.png, probabilities: tensor([[0.9842]], device='cuda:0')\n",
"Image: 976.png, probabilities: tensor([[0.9994]], device='cuda:0')\n",
"Image: 977.png, probabilities: tensor([[0.9891]], device='cuda:0')\n",
"Image: 978.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 979.png, probabilities: tensor([[0.8647]], device='cuda:0')\n",
"Image: 98.png, probabilities: tensor([[0.9980]], device='cuda:0')\n",
"Image: 981.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 982.png, probabilities: tensor([[0.9880]], device='cuda:0')\n",
"Image: 983.png, probabilities: tensor([[0.9217]], device='cuda:0')\n",
"Image: 984.png, probabilities: tensor([[0.5426]], device='cuda:0')\n",
"Image: 985.png, probabilities: tensor([[0.9996]], device='cuda:0')\n",
"Image: 987.png, probabilities: tensor([[0.9550]], device='cuda:0')\n",
"Image: 988.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 989.png, probabilities: tensor([[0.9988]], device='cuda:0')\n",
"Image: 99.png, probabilities: tensor([[0.7989]], device='cuda:0')\n",
"Image: 990.png, probabilities: tensor([[0.5491]], device='cuda:0')\n",
"Image: 991.png, probabilities: tensor([[0.9999]], device='cuda:0')\n",
"Image: 994.png, probabilities: tensor([[1.0000]], device='cuda:0')\n",
"Image: 996.png, probabilities: tensor([[0.9424]], device='cuda:0')\n",
"Image: 997.png, probabilities: tensor([[0.5517]], device='cuda:0')\n",
"Image: 998.png, probabilities: tensor([[0.9832]], device='cuda:0')\n",
"Image: 999.png, probabilities: tensor([[0.7581]], device='cuda:0')\n",
"Number of outputs greater than 0.07: 1635\n"
]
}
],
"source": [
"image_folder = r\"E:\\qq文件\\任务2\\任务2\"\n",
"image_files = [f for f in os.listdir(image_folder) if os.path.isfile(os.path.join(image_folder, f))]\n",
"\n",
"count_above_threshold = 0 # 计数大于0.5的输出数量\n",
"\n",
"for image_file in image_files:\n",
" image_path = os.path.join(image_folder, image_file)\n",
" image = Image.open(image_path).convert('RGB')\n",
" input_tensor = transform(image).unsqueeze(0) # 增加batch维度\n",
" input_tensor = input_tensor.cuda() # 将输入张量转移到GPU\n",
"\n",
" with torch.no_grad():\n",
" output = custom_model(input_tensor)\n",
" \n",
" if output.item() >= 0.07:\n",
" count_above_threshold += 1\n",
" print(f\"Image: {image_file}, probabilities: {output}\")\n",
"\n",
"print(f\"Number of outputs greater than 0.07: {count_above_threshold}\")"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "f943aa30",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Classification results saved to classification_results.csv\n"
]
}
],
"source": [
"import pandas as pd\n",
"image_folder = r\"E:\\qq文件\\任务2\\任务2\"\n",
"image_files = [f for f in os.listdir(image_folder) if os.path.isfile(os.path.join(image_folder, f))]\n",
"\n",
"results = [] # 用于存储结果的列表\n",
"\n",
"for image_file in image_files:\n",
" image_path = os.path.join(image_folder, image_file)\n",
" image = Image.open(image_path).convert('RGB')\n",
" input_tensor = transform(image).unsqueeze(0) # 增加batch维度\n",
" input_tensor = input_tensor.cuda() # 将输入张量转移到GPU\n",
"\n",
" with torch.no_grad():\n",
" output = custom_model(input_tensor)\n",
"\n",
" classification = 1 if output.item() >= 0.07 else 0 # 根据阈值进行分类\n",
" results.append([image_file, classification])\n",
"\n",
"# 将结果保存到CSV文件\n",
"df = pd.DataFrame(results, columns=['Image Name', 'Classification'])\n",
"df.to_csv('classification_results_0.07.csv', index=False) \n",
"\n",
"print(\"Classification results saved to classification_results.csv\")"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "333ab682",
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"\n",
"def sort_by_number(filename):\n",
" \"\"\"提取文件名中的数字部分。\"\"\"\n",
" return int(filename.split('.')[0])\n",
"\n",
"def remove_png(filename):\n",
" \"\"\"移除 .png 后缀\"\"\"\n",
" return filename[:-4]\n",
"\n",
"# 读取 CSV 文件, 指定列名和标题行\n",
"df = pd.read_csv('classification_results_0.07.csv', names=['Image Name', 'Classification'], header=0) \n",
"\n",
"# 移除 .png 后缀\n",
"df['Image Name'] = df['Image Name'].apply(remove_png) \n",
"\n",
"# 按照数字大小排序\n",
"df['number'] = df['Image Name'].apply(sort_by_number)\n",
"df.sort_values(by='number', inplace=True)\n",
"\n",
"# 删除辅助列\n",
"df.drop('number', axis=1, inplace=True) \n",
"\n",
"# 修改标题\n",
"df.columns = ['id', 'label'] \n",
"\n",
"# 保存排序后的文件列表\n",
"df.to_csv('sorted_file_list.csv', header=True, index=False) # 保存时保留标题行"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "81f3c5a7",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.12"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
|