Update README.md

README.md

@@ -8,63 +8,63 @@ Detects cat breed (from the list of 48 common breeds) with about 48% accuracy ba
 
 See https://www.kaggle.com/code/dima806/cat-breed-image-detection-vit for more details.
 
-![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/A4merFANqXzXi4IS0gJJV.png)
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/sNW11hp1uh9hhv49dzigo.png)
 
 ```
 Classification report:
 
  precision recall f1-score support
 
- Abyssinian 0.7794 0.8512 0.8137 2258
- American Bobtail 0.1304 0.0013 0.0026 2258
- American Curl 0.6581 0.5208 0.5815 2258
- American Shorthair 0.2586 0.0066 0.0130 2258
- Applehead Siamese 0.4525 0.6842 0.5448 2258
- Balinese 0.4521 0.4411 0.4465 2258
- Bengal 0.6135 0.6630 0.6373 2258
- Birman 0.4493 0.7343 0.5575 2258
- Bombay 0.3416 0.8034 0.4793 2258
- British Shorthair 0.5067 0.4176 0.4579 2258
- Burmese 0.7938 0.2626 0.3947 2258
- Calico 0.4325 0.5505 0.4844 2258
- Cornish Rex 0.7446 0.9066 0.8177 2258
- Devon Rex 0.7585 0.5062 0.6072 2258
- Dilute Calico 0.4819 0.4539 0.4675 2258
- Dilute Tortoiseshell 0.4928 0.6337 0.5544 2258
- Domestic Long Hair 0.3050 0.1320 0.1842 2258
- Domestic Medium Hair 0.1701 0.0217 0.0385 2258
- Domestic Short Hair 0.2686 0.0926 0.1377 2258
- Egyptian Mau 0.4864 0.7281 0.5832 2258
- Exotic Shorthair 0.6930 0.3959 0.5039 2258
-Extra-Toes Cat - Hemingway Polydactyl 0.0000 0.0000 0.0000 2258
- Havana 0.6435 0.8769 0.7423 2258
- Himalayan 0.5652 0.4588 0.5065 2258
- Japanese Bobtail 0.3808 0.1160 0.1779 2258
- Maine Coon 0.2751 0.4287 0.3351 2258
- Manx 0.1507 0.0049 0.0094 2258
- Munchkin 0.3453 0.0341 0.0621 2258
- Nebelung 0.7028 0.9176 0.7960 2258
- Norwegian Forest 0.4096 0.4938 0.4478 2258
- Oriental Short Hair 0.3579 0.0151 0.0289 2258
- Persian 0.6139 0.7409 0.6715 2258
- Ragamuffin 0.4895 0.3299 0.3942 2258
- Ragdoll 0.3629 0.2644 0.3059 2258
- Russian Blue 0.5746 0.8942 0.6996 2258
- Scottish Fold 0.5922 0.6856 0.6355 2258
- Siamese 0.4330 0.2090 0.2820 2258
- Siberian 0.3987 0.2826 0.3307 2258
- Snowshoe 0.5575 0.7148 0.6264 2258
- Sphynx 0.9609 0.9677 0.9643 2258
- Tabby 0.1991 0.2223 0.2101 2258
- Tiger 0.2194 0.5430 0.3125 2258
- Tonkinese 0.4426 0.5297 0.4823 2258
- Torbie 0.3872 0.5097 0.4401 2258
- Tortoiseshell 0.5323 0.7892 0.6357 2258
- Turkish Angora 0.4946 0.5877 0.5371 2258
- Turkish Van 0.2972 0.7112 0.4192 2258
- Tuxedo 0.3765 0.8667 0.5249 2258
+ Abyssinian 0.7947 0.8419 0.8176 2258
+ American Bobtail 0.1000 0.0009 0.0018 2258
+ American Curl 0.6378 0.5146 0.5696 2258
+ American Shorthair 0.2444 0.0049 0.0096 2258
+ Applehead Siamese 0.4610 0.6856 0.5513 2258
+ Balinese 0.4607 0.4486 0.4546 2258
+ Bengal 0.6089 0.6515 0.6294 2258
+ Birman 0.4467 0.7179 0.5507 2258
+ Bombay 0.3383 0.8056 0.4765 2258
+ British Shorthair 0.4904 0.4424 0.4652 2258
+ Burmese 0.8123 0.2684 0.4035 2258
+ Calico 0.4363 0.5580 0.4897 2258
+ Cornish Rex 0.7670 0.9172 0.8354 2258
+ Devon Rex 0.7730 0.5292 0.6283 2258
+ Dilute Calico 0.4833 0.4544 0.4684 2258
+ Dilute Tortoiseshell 0.4959 0.6227 0.5521 2258
+ Domestic Long Hair 0.2743 0.1262 0.1729 2258
+ Domestic Medium Hair 0.1608 0.0182 0.0326 2258
+ Domestic Short Hair 0.3060 0.1156 0.1678 2258
+ Egyptian Mau 0.4949 0.7259 0.5885 2258
+ Exotic Shorthair 0.7045 0.4181 0.5247 2258
+Extra-Toes Cat - Hemingway Polydactyl 0.0811 0.0013 0.0026 2258
+ Havana 0.6489 0.8773 0.7460 2258
+ Himalayan 0.5655 0.4606 0.5077 2258
+ Japanese Bobtail 0.3782 0.1182 0.1802 2258
+ Maine Coon 0.2690 0.4207 0.3282 2258
+ Manx 0.1546 0.0066 0.0127 2258
+ Munchkin 0.3137 0.0283 0.0520 2258
+ Nebelung 0.6980 0.9132 0.7913 2258
+ Norwegian Forest 0.4121 0.4951 0.4498 2258
+ Oriental Short Hair 0.4271 0.0182 0.0348 2258
+ Persian 0.6289 0.7414 0.6805 2258
+ Ragamuffin 0.4963 0.3534 0.4128 2258
+ Ragdoll 0.3487 0.2551 0.2946 2258
+ Russian Blue 0.5744 0.8875 0.6974 2258
+ Scottish Fold 0.5972 0.6887 0.6397 2258
+ Siamese 0.4347 0.2298 0.3007 2258
+ Siberian 0.3999 0.2777 0.3278 2258
+ Snowshoe 0.5525 0.7152 0.6234 2258
+ Sphynx 0.9563 0.9694 0.9628 2258
+ Tabby 0.2046 0.2316 0.2173 2258
+ Tiger 0.2223 0.5394 0.3149 2258
+ Tonkinese 0.4534 0.5447 0.4949 2258
+ Torbie 0.3916 0.5217 0.4474 2258
+ Tortoiseshell 0.5367 0.8029 0.6434 2258
+ Turkish Angora 0.4989 0.5775 0.5353 2258
+ Turkish Van 0.3113 0.7298 0.4364 2258
+ Tuxedo 0.3770 0.8667 0.5254 2258
 
- accuracy 0.4792 108384
- macro avg 0.4590 0.4792 0.4351 108384
- weighted avg 0.4590 0.4792 0.4351 108384
+ accuracy 0.4821 108384
+ macro avg 0.4630 0.4821 0.4385 108384
+ weighted avg 0.4630 0.4821 0.4385 108384
 ```