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ver2 model added

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Files changed (5) hide show
  1. .gitignore +2 -1
  2. Pipfile +8 -0
  3. Pipfile.lock +1390 -2
  4. main.py +14 -10
  5. utility/helper.py +1 -3
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- model/ImageColorizationModel.pth
 
 
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  name = "pypi"
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+ fastai = "*"
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+ torch = "*"
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+ torchvision = "*"
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+ torchaudio = "*"
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1266
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1270
+ ],
1271
+ "index": "pypi",
1272
+ "version": "==2.0.1"
1273
+ },
1274
+ "torchaudio": {
1275
+ "hashes": [
1276
+ "sha256:1138a1c39da2445a1caca20ddce1e77c9657e92263eb34376024f517f5284d4b",
1277
+ "sha256:15327132b28f34963baa6fe1813030a634d2581aa9ca120f730c1e8fabdc1102",
1278
+ "sha256:1619673500fe08ae96b71952f03ecfc74e7d0843cd9882193d0642a82724f537",
1279
+ "sha256:286061f9999905a6b96107c7ac751a4016985a8e2087250ab8328845e4128952",
1280
+ "sha256:28c9be830608f93c906770eb7b4880962f8fef9bd5275ac5b48c850f3cc4bc32",
1281
+ "sha256:2b37ed5ea4846ce334e7a4a93ca798683088b49e9a4943ed04f4fc4ba1ddc3c4",
1282
+ "sha256:2f975083ba66f0837ea4b55fb8d81f31a63a4a27f8628e54c1e16ebda1842931",
1283
+ "sha256:4dbc7dd84be522f6d1159d33f5cf2fe08656ac5e8402ac2aa07cb626fed4b700",
1284
+ "sha256:66df470da29964d7c1e8106a42f5f5c9bc09e824083675ce3aba054d68b4af54",
1285
+ "sha256:6c617d5978a6b8a29d6675dcd18196e6dc541daac44b7b2b6eeb31aed82f3203",
1286
+ "sha256:80c64dabb9d8c33bc6f2a8e0c7ebe17ea87f5028931c0d6a2f73b9e16b5272d0",
1287
+ "sha256:a6cba80d9ab3a2ec1317cdc5cbc0654a189a26e3d8b28ef9f83336159fd5e5e9",
1288
+ "sha256:a74f33da0b3c53b770f583a02cabd59196f089fb77a65eb39cd5d811b5a21d63",
1289
+ "sha256:a8283dd61c579ea5b14d6773bbc0bf84573b12b37f05f02bb4b2425d77767284",
1290
+ "sha256:ad43c0ffaa6771bfa05669bb1d8c3c179c859e92efd985683a78d6d313ecefb6",
1291
+ "sha256:b22aceaa1ec5a3310cc15642d19dd00d53a7ce399b9096ad1dea0b24e5097af3",
1292
+ "sha256:b44ec89d4274856f58d55bce4f90e4294ee26ec3020dc39b3081d541d7fd6184",
1293
+ "sha256:dadf237b4fd155a3d213bdfeffeded47f5a553d383817500438b44f24fa53851",
1294
+ "sha256:de5d94cb8305c00268dfbc576ca7e445f40891e024a9e5e28c63ad9f851e541a",
1295
+ "sha256:ee08ec303050405998e74a0a3649aee4d16408c2eb4bb1f8c7a726318b1ce1b7"
1296
+ ],
1297
+ "index": "pypi",
1298
+ "version": "==2.0.2"
1299
+ },
1300
+ "torchvision": {
1301
+ "hashes": [
1302
+ "sha256:012ad25cfd9019ff9b0714a168727e3845029be1af82296ff1e1482931fa4b80",
1303
+ "sha256:07c462524cc1bba5190c16a9d47eac1fca024d60595a310f23c00b4ffff18b30",
1304
+ "sha256:10be76ceded48329d0a0355ac33da131ee3993ff6c125e4a02ab34b5baa2472c",
1305
+ "sha256:1eefebf5fbd01a95fe8f003d623d941601c94b5cec547b420da89cb369d9cf96",
1306
+ "sha256:31211c01f8b8ec33b8a638327b5463212e79a03e43c895f88049f97af1bd12fd",
1307
+ "sha256:37eb138e13f6212537a3009ac218695483a635c404b6cc1d8e0d0d978026a86d",
1308
+ "sha256:4790260fcf478a41c7ecc60a6d5200a88159fdd8d756e9f29f0f8c59c4a67a68",
1309
+ "sha256:54143f7cc0797d199b98a53b7d21c3f97615762d4dd17ad45a41c7e80d880e73",
1310
+ "sha256:5f35f6bd5bcc4568e6522e4137fa60fcc72f4fa3e615321c26cd87e855acd398",
1311
+ "sha256:63df26673e66cba3f17e07c327a8cafa3cce98265dbc3da329f1951d45966838",
1312
+ "sha256:757505a0ab2be7096cb9d2bf4723202c971cceddb72c7952a7e877f773de0f8a",
1313
+ "sha256:7754088774e810c5672b142a45dcf20b1bd986a5a7da90f8660c43dc43fb850c",
1314
+ "sha256:8f12415b686dba884fb086f53ac803f692be5a5cdd8a758f50812b30fffea2e4",
1315
+ "sha256:96fae30c5ca8423f4b9790df0f0d929748e32718d88709b7b567d2f630c042e3",
1316
+ "sha256:987ab62225b4151a11e53fd06150c5258ced24ac9d7c547e0e4ab6fbca92a5ce",
1317
+ "sha256:9a192f2aa979438f23c20e883980b23d13268ab9f819498774a6d2eb021802c2",
1318
+ "sha256:b02a7ffeaa61448737f39a4210b8ee60234bda0515a0c0d8562f884454105b0f",
1319
+ "sha256:b85f98d4cc2f72452f6792ab4463a3541bc5678a8cdd3da0e139ba2fe8b56d42",
1320
+ "sha256:c07071bc8d02aa8fcdfe139ab6a1ef57d3b64c9e30e84d12d45c9f4d89fb6536",
1321
+ "sha256:c55f9889e436f14b4f84a9c00ebad0d31f5b4626f10cf8018e6c676f92a6d199"
1322
+ ],
1323
+ "index": "pypi",
1324
+ "version": "==0.15.2"
1325
+ },
1326
+ "tqdm": {
1327
+ "hashes": [
1328
+ "sha256:1871fb68a86b8fb3b59ca4cdd3dcccbc7e6d613eeed31f4c332531977b89beb5",
1329
+ "sha256:c4f53a17fe37e132815abceec022631be8ffe1b9381c2e6e30aa70edc99e9671"
1330
+ ],
1331
+ "markers": "python_version >= '3.7'",
1332
+ "version": "==4.65.0"
1333
+ },
1334
+ "triton": {
1335
+ "hashes": [
1336
+ "sha256:0117722f8c2b579cd429e0bee80f7731ae05f63fe8e9414acd9a679885fcbf42",
1337
+ "sha256:1aca3303629cd3136375b82cb9921727f804e47ebee27b2677fef23005c3851a",
1338
+ "sha256:226941c7b8595219ddef59a1fdb821e8c744289a132415ddd584facedeb475b1",
1339
+ "sha256:38806ee9663f4b0f7cd64790e96c579374089e58f49aac4a6608121aa55e2505",
1340
+ "sha256:42a0d2c3fc2eab4ba71384f2e785fbfd47aa41ae05fa58bf12cb31dcbd0aeceb",
1341
+ "sha256:47b4d70dc92fb40af553b4460492c31dc7d3a114a979ffb7a5cdedb7eb546c08",
1342
+ "sha256:4c9fc8c89874bc48eb7e7b2107a9b8d2c0bf139778637be5bfccb09191685cfd",
1343
+ "sha256:52c47b72c72693198163ece9d90a721299e4fb3b8e24fd13141e384ad952724f",
1344
+ "sha256:74f118c12b437fb2ca25e1a04759173b517582fcf4c7be11913316c764213656",
1345
+ "sha256:75834f27926eab6c7f00ce73aaf1ab5bfb9bec6eb57ab7c0bfc0a23fac803b4c",
1346
+ "sha256:8f05a7e64e4ca0565535e3d5d3405d7e49f9d308505bb7773d21fb26a4c008c2",
1347
+ "sha256:9618815a8da1d9157514f08f855d9e9ff92e329cd81c0305003eb9ec25cc5add",
1348
+ "sha256:9d4978298b74fcf59a75fe71e535c092b023088933b2f1df933ec32615e4beef",
1349
+ "sha256:bb4b99ca3c6844066e516658541d876c28a5f6e3a852286bbc97ad57134827fd",
1350
+ "sha256:bcd9be5d0c2e45d2b7e6ddc6da20112b6862d69741576f9c3dbaf941d745ecae",
1351
+ "sha256:d2684b6a60b9f174f447f36f933e9a45f31db96cb723723ecd2dcfd1c57b778b",
1352
+ "sha256:e3e13aa8b527c9b642e3a9defcc0fbd8ffbe1c80d8ac8c15a01692478dc64d8a",
1353
+ "sha256:fedce6a381901b1547e0e7e1f2546e4f65dca6d91e2d8a7305a2d1f5551895be"
1354
+ ],
1355
+ "markers": "platform_system == 'Linux' and platform_machine == 'x86_64'",
1356
+ "version": "==2.0.0"
1357
+ },
1358
+ "typer": {
1359
+ "hashes": [
1360
+ "sha256:b5e704f4e48ec263de1c0b3a2387cd405a13767d2f907f44c1a08cbad96f606d",
1361
+ "sha256:ff797846578a9f2a201b53442aedeb543319466870fbe1c701eab66dd7681165"
1362
+ ],
1363
+ "markers": "python_version >= '3.6'",
1364
+ "version": "==0.7.0"
1365
+ },
1366
+ "typing-extensions": {
1367
+ "hashes": [
1368
+ "sha256:5cb5f4a79139d699607b3ef622a1dedafa84e115ab0024e0d9c044a9479ca7cb",
1369
+ "sha256:fb33085c39dd998ac16d1431ebc293a8b3eedd00fd4a32de0ff79002c19511b4"
1370
+ ],
1371
+ "markers": "python_version >= '3.7'",
1372
+ "version": "==4.5.0"
1373
+ },
1374
+ "tzdata": {
1375
+ "hashes": [
1376
+ "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a",
1377
+ "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"
1378
+ ],
1379
+ "markers": "python_version >= '2'",
1380
+ "version": "==2023.3"
1381
+ },
1382
+ "urllib3": {
1383
+ "hashes": [
1384
+ "sha256:61717a1095d7e155cdb737ac7bb2f4324a858a1e2e6466f6d03ff630ca68d3cc",
1385
+ "sha256:d055c2f9d38dc53c808f6fdc8eab7360b6fdbbde02340ed25cfbcd817c62469e"
1386
+ ],
1387
+ "markers": "python_version >= '3.7'",
1388
+ "version": "==2.0.2"
1389
+ },
1390
+ "wasabi": {
1391
+ "hashes": [
1392
+ "sha256:32e44649d99a64e08e40c1c96cddb69fad460bd0cc33802a53cab6714dfb73f8",
1393
+ "sha256:f5ee7c609027811bd16e620f2fd7a7319466005848e41b051a62053ab8fd70d6"
1394
+ ],
1395
+ "markers": "python_version >= '3.6'",
1396
+ "version": "==1.1.1"
1397
+ },
1398
+ "wheel": {
1399
+ "hashes": [
1400
+ "sha256:cd1196f3faee2b31968d626e1731c94f99cbdb67cf5a46e4f5656cbee7738873",
1401
+ "sha256:d236b20e7cb522daf2390fa84c55eea81c5c30190f90f29ae2ca1ad8355bf247"
1402
+ ],
1403
+ "markers": "python_version >= '3.7'",
1404
+ "version": "==0.40.0"
1405
+ }
1406
+ },
1407
  "develop": {}
1408
  }
main.py CHANGED
@@ -25,20 +25,24 @@ from model import *
25
 
26
  device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
27
 
28
- model_path = "model/ImageColorizationModel.pth"
 
 
 
 
29
 
30
 
31
  model = None
32
- if not os.path.exists(model_path):
33
- print("Model not find")
34
- download_from_drive()
35
- print("Model Downloaded")
36
- else:
37
- model = load_model_with_cpu(model_class=MainModel, file_path=model_path)
38
- print("Model Loaded")
39
 
 
 
40
 
41
- def predict_and_return_image(image):
 
42
  if image is None:
43
  return None
44
  data = create_lab_tensors(image)
@@ -61,6 +65,6 @@ gr.Interface(
61
  fn=predict_and_return_image,
62
  title=title,
63
  description=description,
64
- inputs=[gr.Image(label="Gray Scale Image")],
65
  outputs=[gr.Image(label="Predicted Colored Image")],
66
  ).launch()
 
25
 
26
  device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
27
 
28
+ model_path_1 = "model/ImageColorizationModel.pth"
29
+ model_path_2 = "model/ImageColorizationModel-ver2.pth"
30
+
31
+ MODEL_VER_1 = "https://drive.google.com/uc?id=1EhuMET76c02VFyRW8Pie7BwNCDHmQiad"
32
+ MODEL_VER_2 = "https://drive.google.com/uc?id=1SX9StBHdb-DO1lcDcy0Uz8OVmzoFdlxS"
33
 
34
 
35
  model = None
36
+ if not os.path.exists(model_path_1):
37
+ download_from_drive(MODEL_VER_1 , model_path_1)
38
+ if not os.path.exists(model_path_2):
39
+ download_from_drive(MODEL_VER_2 , model_path_2)
 
 
 
40
 
41
+ model_1 = load_model_with_cpu(model_class=MainModel, file_path=model_path_1)
42
+ model_2 = load_model_with_cpu(model_class=MainModel, file_path=model_path_2)
43
 
44
+ def predict_and_return_image(image , model_name):
45
+ model = model_1 if model_name == "MODEL_1" else model_2
46
  if image is None:
47
  return None
48
  data = create_lab_tensors(image)
 
65
  fn=predict_and_return_image,
66
  title=title,
67
  description=description,
68
+ inputs=[gr.Image(label="Gray Scale Image") , gr.Dropdown(["MODEL_1" , "MODEL_2"])],
69
  outputs=[gr.Image(label="Predicted Colored Image")],
70
  ).launch()
utility/helper.py CHANGED
@@ -22,10 +22,8 @@ import gdown
22
  SIZE = 256
23
 
24
 
25
- def download_from_drive():
26
- url = "https://drive.google.com/uc?id=1EhuMET76c02VFyRW8Pie7BwNCDHmQiad"
27
  try:
28
- output = "model/ImageColorizationModel.pth"
29
  gdown.download(url, output, quiet=False)
30
  return True
31
  except:
 
22
  SIZE = 256
23
 
24
 
25
+ def download_from_drive(url , output):
 
26
  try:
 
27
  gdown.download(url, output, quiet=False)
28
  return True
29
  except: