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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 42% 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/_RnLnJY1EhZKk8WQYlaJ8.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 0.6595 0.8003 0.7231 2258
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- American Bobtail 0.0000 0.0000 0.0000 2258
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- American Curl 0.6477 0.2826 0.3935 2258
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- American Shorthair 0.0938 0.0013 0.0026 2258
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- Applehead Siamese 0.3747 0.6023 0.4620 2258
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- Balinese 0.4344 0.2799 0.3404 2258
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- Bengal 0.5137 0.6298 0.5659 2258
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- Birman 0.3673 0.7334 0.4894 2258
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- Bombay 0.3059 0.7892 0.4409 2258
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- British Shorthair 0.5789 0.3069 0.4012 2258
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- Burmese 0.8147 0.1129 0.1984 2258
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- Calico 0.3966 0.4942 0.4401 2258
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- Cornish Rex 0.5751 0.8561 0.6880 2258
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- Devon Rex 0.6976 0.1798 0.2859 2258
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- Dilute Calico 0.4802 0.3760 0.4218 2258
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- Dilute Tortoiseshell 0.4790 0.5797 0.5245 2258
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- Domestic Long Hair 0.2812 0.0638 0.1040 2258
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- Domestic Medium Hair 0.1981 0.0093 0.0178 2258
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- Domestic Short Hair 0.3143 0.0292 0.0535 2258
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- Egyptian Mau 0.4466 0.6665 0.5348 2258
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- Exotic Shorthair 0.6583 0.2329 0.3441 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.5000 0.0035 0.0070 2258
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- Havana 0.5532 0.7972 0.6531 2258
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- Himalayan 0.5184 0.4305 0.4704 2258
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- Japanese Bobtail 0.5000 0.0257 0.0489 2258
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- Maine Coon 0.2400 0.4482 0.3126 2258
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- Manx 0.1014 0.0031 0.0060 2258
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  Munchkin 0.0000 0.0000 0.0000 2258
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- Nebelung 0.5998 0.8809 0.7137 2258
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- Norwegian Forest 0.3369 0.4008 0.3661 2258
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- Oriental Short Hair 0.4167 0.0022 0.0044 2258
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- Persian 0.5316 0.7573 0.6247 2258
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- Ragamuffin 0.4579 0.1085 0.1754 2258
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- Ragdoll 0.3455 0.2139 0.2642 2258
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- Russian Blue 0.5180 0.8857 0.6537 2258
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- Scottish Fold 0.4800 0.5965 0.5320 2258
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- Siamese 0.3872 0.1391 0.2046 2258
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- Siberian 0.3878 0.1913 0.2562 2258
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- Snowshoe 0.5228 0.6541 0.5812 2258
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- Sphynx 0.8537 0.9641 0.9056 2258
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- Tabby 0.1724 0.1944 0.1828 2258
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- Tiger 0.1878 0.5558 0.2807 2258
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- Tonkinese 0.3818 0.5735 0.4584 2258
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- Torbie 0.3804 0.4566 0.4151 2258
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- Tortoiseshell 0.4931 0.8091 0.6128 2258
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- Turkish Angora 0.4382 0.5589 0.4912 2258
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- Turkish Van 0.2638 0.7157 0.3855 2258
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- Tuxedo 0.3383 0.8818 0.4889 2258
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- accuracy 0.4224 108384
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- macro avg 0.4213 0.4224 0.3651 108384
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- weighted avg 0.4213 0.4224 0.3651 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/-t7YuNX3ZTCmFP_cdk8JC.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 0.6684 0.8184 0.7358 2258
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+ American Bobtail 0.1250 0.0018 0.0035 2258
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+ American Curl 0.6493 0.2976 0.4081 2258
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+ American Shorthair 0.1395 0.0027 0.0052 2258
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+ Applehead Siamese 0.3798 0.5930 0.4630 2258
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+ Balinese 0.3983 0.2653 0.3184 2258
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+ Bengal 0.5212 0.6577 0.5816 2258
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+ Birman 0.3653 0.7298 0.4869 2258
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+ Bombay 0.3049 0.7857 0.4393 2258
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+ British Shorthair 0.5540 0.2910 0.3815 2258
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+ Burmese 0.8160 0.1218 0.2119 2258
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+ Calico 0.4138 0.5186 0.4603 2258
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+ Cornish Rex 0.5788 0.8539 0.6899 2258
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+ Devon Rex 0.7487 0.1887 0.3014 2258
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+ Dilute Calico 0.5014 0.4039 0.4474 2258
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+ Dilute Tortoiseshell 0.4790 0.5802 0.5247 2258
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+ Domestic Long Hair 0.2701 0.0669 0.1072 2258
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+ Domestic Medium Hair 0.1626 0.0089 0.0168 2258
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+ Domestic Short Hair 0.3216 0.0323 0.0588 2258
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+ Egyptian Mau 0.4549 0.6612 0.5390 2258
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+ Exotic Shorthair 0.6900 0.2405 0.3567 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.3333 0.0027 0.0053 2258
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+ Havana 0.5673 0.8003 0.6640 2258
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+ Himalayan 0.4904 0.4092 0.4462 2258
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+ Japanese Bobtail 0.4414 0.0217 0.0414 2258
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+ Maine Coon 0.2508 0.4686 0.3267 2258
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+ Manx 0.0877 0.0022 0.0043 2258
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  Munchkin 0.0000 0.0000 0.0000 2258
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+ Nebelung 0.6026 0.8818 0.7159 2258
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+ Norwegian Forest 0.3447 0.4216 0.3793 2258
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+ Oriental Short Hair 0.0000 0.0000 0.0000 2258
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+ Persian 0.5176 0.7502 0.6125 2258
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+ Ragamuffin 0.4420 0.1147 0.1821 2258
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+ Ragdoll 0.3195 0.1975 0.2441 2258
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+ Russian Blue 0.5212 0.8888 0.6571 2258
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+ Scottish Fold 0.4852 0.6027 0.5376 2258
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+ Siamese 0.3899 0.1475 0.2140 2258
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+ Siberian 0.4052 0.2090 0.2758 2258
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+ Snowshoe 0.5246 0.6608 0.5849 2258
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+ Sphynx 0.8691 0.9619 0.9132 2258
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+ Tabby 0.1715 0.1935 0.1819 2258
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+ Tiger 0.1927 0.5717 0.2882 2258
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+ Tonkinese 0.3953 0.5797 0.4701 2258
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+ Torbie 0.3738 0.4469 0.4071 2258
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+ Tortoiseshell 0.4989 0.8029 0.6154 2258
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+ Turkish Angora 0.4336 0.5465 0.4835 2258
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+ Turkish Van 0.2719 0.7219 0.3951 2258
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+ Tuxedo 0.3383 0.8875 0.4899 2258
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+ accuracy 0.4252 108384
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+ macro avg 0.4127 0.4252 0.3682 108384
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+ weighted avg 0.4127 0.4252 0.3682 108384
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  ```