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cat_breed_image_detection

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