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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 57% 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 0.9136 0.8707 0.8916 2258 |
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American Bobtail 0.2283 0.0221 0.0404 2258 |
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American Curl 0.7159 0.7143 0.7151 2258 |
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American Shorthair 0.1720 0.0071 0.0136 2258 |
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Applehead Siamese 0.7334 0.8676 0.7949 2258 |
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Balinese 0.5986 0.7139 0.6512 2258 |
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Bengal 0.6409 0.6931 0.6660 2258 |
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Birman 0.6066 0.7622 0.6756 2258 |
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Bombay 0.3810 0.8144 0.5191 2258 |
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British Shorthair 0.4809 0.5403 0.5089 2258 |
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Burmese 0.6861 0.5151 0.5884 2258 |
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Calico 0.5152 0.5686 0.5406 2258 |
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Cornish Rex 0.9396 0.9712 0.9551 2258 |
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Devon Rex 0.8990 0.9305 0.9145 2258 |
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Dilute Calico 0.4960 0.5155 0.5055 2258 |
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Dilute Tortoiseshell 0.5145 0.6435 0.5718 2258 |
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Domestic Long Hair 0.2943 0.2183 0.2507 2258 |
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Domestic Medium Hair 0.1990 0.0527 0.0833 2258 |
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Domestic Short Hair 0.4137 0.4650 0.4379 2258 |
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Egyptian Mau 0.5809 0.7715 0.6627 2258 |
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Exotic Shorthair 0.7543 0.6076 0.6730 2258 |
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Extra-Toes Cat - Hemingway Polydactyl 0.2205 0.0124 0.0235 2258 |
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Havana 0.8308 0.9198 0.8731 2258 |
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Himalayan 0.6324 0.5585 0.5931 2258 |
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Japanese Bobtail 0.6014 0.4885 0.5391 2258 |
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Maine Coon 0.3365 0.4517 0.3857 2258 |
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Manx 0.2308 0.0106 0.0203 2258 |
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Munchkin 0.3918 0.2276 0.2880 2258 |
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Nebelung 0.8098 0.9898 0.8908 2258 |
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Norwegian Forest 0.4990 0.5598 0.5277 2258 |
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Oriental Short Hair 0.5755 0.1351 0.2188 2258 |
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Persian 0.7226 0.7338 0.7282 2258 |
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Ragamuffin 0.7124 0.7963 0.7520 2258 |
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Ragdoll 0.4333 0.2919 0.3488 2258 |
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Russian Blue 0.6835 0.8791 0.7691 2258 |
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Scottish Fold 0.7886 0.7285 0.7574 2258 |
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Siamese 0.5211 0.4154 0.4623 2258 |
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Siberian 0.6066 0.5859 0.5961 2258 |
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Snowshoe 0.6573 0.7493 0.7003 2258 |
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Sphynx 0.9843 0.9717 0.9779 2258 |
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Tabby 0.2493 0.2360 0.2425 2258 |
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Tiger 0.2662 0.5341 0.3553 2258 |
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Tonkinese 0.6389 0.6683 0.6532 2258 |
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Torbie 0.4338 0.5589 0.4885 2258 |
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Tortoiseshell 0.5755 0.7870 0.6648 2258 |
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Turkish Angora 0.5698 0.6165 0.5922 2258 |
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Turkish Van 0.4325 0.7365 0.5450 2258 |
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Tuxedo 0.4838 0.8246 0.6098 2258 |
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accuracy 0.5778 108384 |
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macro avg 0.5552 0.5778 0.5472 108384 |
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weighted avg 0.5552 0.5778 0.5472 108384 |
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``` |
