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--- |
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license: apache-2.0 |
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metrics: |
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- accuracy |
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- f1 |
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--- |
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Detects cat breed (from the list of 48 common breeds) with about 48% accuracy based on image. |
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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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``` |