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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 65% 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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``` |
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Classification report: |
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precision recall f1-score support |
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Abyssinian 0.9387 0.8884 0.9129 2258 |
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American Bobtail 0.2751 0.0872 0.1325 2258 |
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American Curl 0.8283 0.7843 0.8057 2258 |
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American Shorthair 0.1863 0.0133 0.0248 2258 |
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Applehead Siamese 0.9210 0.9597 0.9399 2258 |
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Balinese 0.7079 0.8384 0.7676 2258 |
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Bengal 0.6863 0.7267 0.7060 2258 |
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Birman 0.6978 0.8016 0.7461 2258 |
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Bombay 0.4681 0.8410 0.6014 2258 |
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British Shorthair 0.5823 0.6019 0.5919 2258 |
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Burmese 0.7840 0.6749 0.7254 2258 |
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Calico 0.5524 0.5974 0.5740 2258 |
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Cornish Rex 0.9693 0.9938 0.9814 2258 |
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Devon Rex 0.9406 0.9894 0.9644 2258 |
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Dilute Calico 0.5449 0.5514 0.5481 2258 |
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Dilute Tortoiseshell 0.5501 0.6763 0.6067 2258 |
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Domestic Long Hair 0.3494 0.2768 0.3089 2258 |
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Domestic Medium Hair 0.2192 0.0740 0.1106 2258 |
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Domestic Short Hair 0.5743 0.7976 0.6678 2258 |
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Egyptian Mau 0.7066 0.8043 0.7523 2258 |
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Exotic Shorthair 0.7952 0.6430 0.7111 2258 |
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Extra-Toes Cat - Hemingway Polydactyl 0.2588 0.0390 0.0677 2258 |
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Havana 0.9222 0.9553 0.9384 2258 |
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Himalayan 0.6655 0.6151 0.6394 2258 |
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Japanese Bobtail 0.7733 0.8822 0.8242 2258 |
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Maine Coon 0.3726 0.5128 0.4316 2258 |
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Manx 0.2973 0.0195 0.0366 2258 |
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Munchkin 0.5517 0.5864 0.5685 2258 |
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Nebelung 0.8910 0.9956 0.9404 2258 |
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Norwegian Forest 0.5938 0.6311 0.6119 2258 |
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Oriental Short Hair 0.5957 0.2976 0.3969 2258 |
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Persian 0.7637 0.7329 0.7480 2258 |
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Ragamuffin 0.8784 0.9181 0.8978 2258 |
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Ragdoll 0.5070 0.3671 0.4259 2258 |
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Russian Blue 0.7310 0.8871 0.8015 2258 |
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Scottish Fold 0.8706 0.7985 0.8330 2258 |
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Siamese 0.6086 0.5151 0.5579 2258 |
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Siberian 0.7577 0.8282 0.7914 2258 |
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Snowshoe 0.7149 0.7498 0.7319 2258 |
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Sphynx 0.9933 0.9796 0.9864 2258 |
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Tabby 0.2625 0.2573 0.2599 2258 |
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Tiger 0.2907 0.5381 0.3774 2258 |
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Tonkinese 0.7818 0.8583 0.8182 2258 |
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Torbie 0.4781 0.5788 0.5236 2258 |
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Tortoiseshell 0.6069 0.8020 0.6910 2258 |
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Turkish Angora 0.6085 0.6882 0.6459 2258 |
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Turkish Van 0.5477 0.7498 0.6330 2258 |
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Tuxedo 0.5388 0.8060 0.6458 2258 |
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accuracy 0.6502 108384 |
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macro avg 0.6279 0.6502 0.6251 108384 |
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weighted avg 0.6279 0.6502 0.6251 108384 |
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``` |
