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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/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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  ```
 
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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/FRI_PdNbWZR1kq_DceJ_p.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 0.7983 0.8552 0.8257 2258
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+ American Bobtail 0.0500 0.0004 0.0009 2258
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+ American Curl 0.6421 0.5252 0.5778 2258
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+ American Shorthair 0.2000 0.0040 0.0078 2258
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+ Applehead Siamese 0.4684 0.7050 0.5628 2258
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+ Balinese 0.4476 0.4517 0.4496 2258
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+ Bengal 0.6062 0.6572 0.6307 2258
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+ Birman 0.4644 0.7188 0.5642 2258
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+ Bombay 0.3351 0.7914 0.4709 2258
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+ British Shorthair 0.4941 0.4424 0.4668 2258
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+ Burmese 0.7548 0.2781 0.4065 2258
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+ Calico 0.4359 0.5629 0.4913 2258
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+ Cornish Rex 0.7667 0.9212 0.8369 2258
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+ Devon Rex 0.7854 0.5558 0.6509 2258
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+ Dilute Calico 0.5007 0.4708 0.4853 2258
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+ Dilute Tortoiseshell 0.5036 0.6439 0.5652 2258
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+ Domestic Long Hair 0.2831 0.1289 0.1771 2258
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+ Domestic Medium Hair 0.1992 0.0217 0.0391 2258
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+ Domestic Short Hair 0.2900 0.1205 0.1702 2258
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+ Egyptian Mau 0.4949 0.7272 0.5890 2258
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+ Exotic Shorthair 0.7046 0.4225 0.5282 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.0588 0.0009 0.0017 2258
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+ Havana 0.6367 0.8663 0.7340 2258
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+ Himalayan 0.5667 0.4703 0.5140 2258
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+ Japanese Bobtail 0.3461 0.1120 0.1693 2258
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+ Maine Coon 0.2704 0.4283 0.3315 2258
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+ Manx 0.1829 0.0066 0.0128 2258
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+ Munchkin 0.3564 0.0319 0.0585 2258
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+ Nebelung 0.7111 0.9057 0.7966 2258
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+ Norwegian Forest 0.4271 0.5102 0.4650 2258
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+ Oriental Short Hair 0.3719 0.0199 0.0378 2258
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+ Persian 0.6217 0.7374 0.6746 2258
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+ Ragamuffin 0.5129 0.3609 0.4237 2258
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+ Ragdoll 0.3483 0.2476 0.2894 2258
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+ Russian Blue 0.5736 0.8840 0.6957 2258
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+ Scottish Fold 0.6087 0.7055 0.6535 2258
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+ Siamese 0.4348 0.2201 0.2923 2258
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+ Siberian 0.4078 0.2879 0.3375 2258
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+ Snowshoe 0.5635 0.7307 0.6363 2258
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+ Sphynx 0.9658 0.9637 0.9648 2258
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+ Tabby 0.1931 0.2197 0.2055 2258
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+ Tiger 0.2285 0.5421 0.3215 2258
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+ Tonkinese 0.4811 0.5567 0.5161 2258
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+ Torbie 0.3783 0.5226 0.4389 2258
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+ Tortoiseshell 0.5438 0.7861 0.6429 2258
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+ Turkish Angora 0.4918 0.5695 0.5278 2258
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+ Turkish Van 0.3124 0.7250 0.4366 2258
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+ Tuxedo 0.3786 0.8711 0.5278 2258
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+ accuracy 0.4852 108384
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+ macro avg 0.4625 0.4852 0.4417 108384
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+ weighted avg 0.4625 0.4852 0.4417 108384
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  ```