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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 44% 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/t7ulkvhzMJZKqAvk7iXYo.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 0.7062 0.8251 0.7610 2258
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- American Bobtail 0.1818 0.0009 0.0018 2258
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- American Curl 0.6570 0.3530 0.4592 2258
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- American Shorthair 0.1489 0.0031 0.0061 2258
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- Applehead Siamese 0.3914 0.6430 0.4866 2258
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- Balinese 0.4182 0.3295 0.3686 2258
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- Bengal 0.5662 0.6594 0.6092 2258
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- Birman 0.3844 0.7130 0.4995 2258
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- Bombay 0.3179 0.7865 0.4528 2258
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- British Shorthair 0.5511 0.3344 0.4162 2258
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- Burmese 0.8067 0.1590 0.2656 2258
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- Calico 0.4014 0.5275 0.4559 2258
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- Cornish Rex 0.6242 0.8995 0.7369 2258
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- Devon Rex 0.7282 0.2812 0.4058 2258
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- Dilute Calico 0.4705 0.4167 0.4420 2258
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- Dilute Tortoiseshell 0.4857 0.6098 0.5407 2258
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- Domestic Long Hair 0.2895 0.0868 0.1336 2258
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- Domestic Medium Hair 0.2016 0.0115 0.0218 2258
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- Domestic Short Hair 0.2075 0.0368 0.0625 2258
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- Egyptian Mau 0.4531 0.6949 0.5485 2258
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- Exotic Shorthair 0.6736 0.2715 0.3870 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.1795 0.0031 0.0061 2258
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- Havana 0.5893 0.8375 0.6918 2258
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- Himalayan 0.5260 0.4305 0.4735 2258
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- Japanese Bobtail 0.4673 0.0824 0.1401 2258
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- Maine Coon 0.2519 0.4407 0.3206 2258
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- Manx 0.1207 0.0031 0.0060 2258
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- Munchkin 0.0000 0.0000 0.0000 2258
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- Nebelung 0.6218 0.8884 0.7316 2258
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- Norwegian Forest 0.3567 0.4482 0.3973 2258
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- Oriental Short Hair 0.0968 0.0013 0.0026 2258
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- Persian 0.5537 0.7462 0.6357 2258
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- Ragamuffin 0.4947 0.2064 0.2913 2258
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- Ragdoll 0.3372 0.2166 0.2638 2258
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- Russian Blue 0.5411 0.8897 0.6729 2258
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- Scottish Fold 0.5031 0.6546 0.5689 2258
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- Siamese 0.4109 0.1705 0.2410 2258
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- Siberian 0.4042 0.2281 0.2916 2258
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- Snowshoe 0.5343 0.6838 0.5998 2258
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- Sphynx 0.9258 0.9610 0.9431 2258
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- Tabby 0.1877 0.2263 0.2052 2258
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- Tiger 0.2002 0.5571 0.2945 2258
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- Tonkinese 0.4070 0.5204 0.4568 2258
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- Torbie 0.3822 0.4690 0.4212 2258
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- Tortoiseshell 0.5233 0.8109 0.6361 2258
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- Turkish Angora 0.4532 0.5744 0.5066 2258
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- Turkish Van 0.2950 0.7143 0.4176 2258
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- Tuxedo 0.3553 0.8800 0.5062 2258
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- accuracy 0.4435 108384
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- macro avg 0.4247 0.4435 0.3913 108384
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- weighted avg 0.4247 0.4435 0.3913 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/e_5VkHrO6PtXYJMxl7zTs.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 0.7019 0.8322 0.7615 2258
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+ American Bobtail 0.2000 0.0009 0.0018 2258
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+ American Curl 0.6656 0.3782 0.4823 2258
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+ American Shorthair 0.0794 0.0022 0.0043 2258
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+ Applehead Siamese 0.3995 0.6869 0.5052 2258
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+ Balinese 0.4292 0.3237 0.3691 2258
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+ Bengal 0.5536 0.6546 0.5998 2258
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+ Birman 0.3998 0.7303 0.5167 2258
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+ Bombay 0.3188 0.7954 0.4552 2258
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+ British Shorthair 0.5379 0.3583 0.4301 2258
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+ Burmese 0.7972 0.1740 0.2857 2258
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+ Calico 0.4200 0.5332 0.4699 2258
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+ Cornish Rex 0.6313 0.8857 0.7372 2258
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+ Devon Rex 0.7062 0.2927 0.4139 2258
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+ Dilute Calico 0.4842 0.4198 0.4497 2258
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+ Dilute Tortoiseshell 0.4947 0.5992 0.5420 2258
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+ Domestic Long Hair 0.2704 0.0779 0.1210 2258
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+ Domestic Medium Hair 0.2039 0.0137 0.0257 2258
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+ Domestic Short Hair 0.2395 0.0456 0.0766 2258
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+ Egyptian Mau 0.4467 0.6847 0.5407 2258
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+ Exotic Shorthair 0.6691 0.2901 0.4047 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.3529 0.0027 0.0053 2258
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+ Havana 0.5965 0.8406 0.6978 2258
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+ Himalayan 0.5186 0.4327 0.4718 2258
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+ Japanese Bobtail 0.4564 0.0788 0.1344 2258
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+ Maine Coon 0.2468 0.4305 0.3138 2258
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+ Manx 0.1111 0.0031 0.0060 2258
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+ Munchkin 0.2800 0.0093 0.0180 2258
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+ Nebelung 0.6374 0.8937 0.7441 2258
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+ Norwegian Forest 0.3746 0.4699 0.4169 2258
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+ Oriental Short Hair 0.1875 0.0027 0.0052 2258
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+ Persian 0.5749 0.7440 0.6486 2258
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+ Ragamuffin 0.4935 0.2015 0.2862 2258
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+ Ragdoll 0.3420 0.2343 0.2781 2258
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+ Russian Blue 0.5448 0.8973 0.6779 2258
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+ Scottish Fold 0.5084 0.6670 0.5770 2258
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+ Siamese 0.4042 0.1616 0.2309 2258
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+ Siberian 0.4119 0.2422 0.3051 2258
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+ Snowshoe 0.5387 0.6971 0.6077 2258
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+ Sphynx 0.9197 0.9632 0.9409 2258
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+ Tabby 0.1680 0.1971 0.1814 2258
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+ Tiger 0.2043 0.5562 0.2989 2258
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+ Tonkinese 0.4216 0.5319 0.4703 2258
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+ Torbie 0.3910 0.4725 0.4279 2258
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+ Tortoiseshell 0.5128 0.7998 0.6249 2258
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+ Turkish Angora 0.4620 0.5735 0.5118 2258
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+ Turkish Van 0.2969 0.7294 0.4220 2258
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+ Tuxedo 0.3558 0.8804 0.5068 2258
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+ accuracy 0.4478 108384
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+ macro avg 0.4367 0.4478 0.3959 108384
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+ weighted avg 0.4367 0.4478 0.3959 108384
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  ```