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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 54% 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/VlpN2RAZEL16NU8mRdQu7.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 0.8923 0.8623 0.8770 2258
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- American Bobtail 0.1518 0.0075 0.0143 2258
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- American Curl 0.6851 0.6656 0.6752 2258
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- American Shorthair 0.1765 0.0053 0.0103 2258
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- Applehead Siamese 0.6047 0.7954 0.6871 2258
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- Balinese 0.5413 0.6417 0.5872 2258
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- Bengal 0.6333 0.6882 0.6596 2258
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- Birman 0.5696 0.7449 0.6456 2258
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- Bombay 0.3566 0.8069 0.4946 2258
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- British Shorthair 0.4887 0.5075 0.4979 2258
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- Burmese 0.7134 0.4486 0.5508 2258
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- Calico 0.4811 0.5762 0.5244 2258
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- Cornish Rex 0.9095 0.9615 0.9348 2258
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- Devon Rex 0.8332 0.8406 0.8369 2258
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- Dilute Calico 0.5115 0.5031 0.5073 2258
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- Dilute Tortoiseshell 0.5105 0.6324 0.5650 2258
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- Domestic Long Hair 0.2847 0.1962 0.2323 2258
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- Domestic Medium Hair 0.1790 0.0416 0.0676 2258
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- Domestic Short Hair 0.3340 0.2759 0.3022 2258
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- Egyptian Mau 0.5581 0.7591 0.6433 2258
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- Exotic Shorthair 0.7646 0.5580 0.6452 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.1628 0.0062 0.0119 2258
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- Havana 0.7700 0.9088 0.8336 2258
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- Himalayan 0.6097 0.5306 0.5674 2258
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- Japanese Bobtail 0.4770 0.2945 0.3642 2258
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- Maine Coon 0.3108 0.4420 0.3650 2258
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- Manx 0.2090 0.0124 0.0234 2258
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- Munchkin 0.3973 0.1457 0.2132 2258
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- Nebelung 0.7943 0.9730 0.8746 2258
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- Norwegian Forest 0.4928 0.5279 0.5097 2258
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- Oriental Short Hair 0.5019 0.0571 0.1026 2258
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- Persian 0.6727 0.7290 0.6997 2258
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- Ragamuffin 0.6007 0.6528 0.6256 2258
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- Ragdoll 0.4194 0.2684 0.3273 2258
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- Russian Blue 0.6448 0.8787 0.7438 2258
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- Scottish Fold 0.7533 0.7250 0.7389 2258
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- Siamese 0.4763 0.3295 0.3895 2258
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- Siberian 0.5214 0.4535 0.4851 2258
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- Snowshoe 0.6118 0.7600 0.6779 2258
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- Sphynx 0.9830 0.9717 0.9773 2258
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- Tabby 0.2134 0.2405 0.2262 2258
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- Tiger 0.2582 0.5390 0.3492 2258
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- Tonkinese 0.5840 0.6063 0.5950 2258
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- Torbie 0.4101 0.5447 0.4679 2258
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- Tortoiseshell 0.5676 0.7883 0.6600 2258
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- Turkish Angora 0.5384 0.5771 0.5571 2258
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- Turkish Van 0.3731 0.7418 0.4964 2258
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- Tuxedo 0.4403 0.8419 0.5782 2258
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- accuracy 0.5430 108384
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- macro avg 0.5203 0.5430 0.5087 108384
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- weighted avg 0.5203 0.5430 0.5087 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/swOJG_vXQp40sFD-4_CLv.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 0.8844 0.8711 0.8777 2258
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+ American Bobtail 0.2037 0.0097 0.0186 2258
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+ American Curl 0.7054 0.6639 0.6840 2258
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+ American Shorthair 0.1579 0.0053 0.0103 2258
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+ Applehead Siamese 0.6322 0.7994 0.7060 2258
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+ Balinese 0.5455 0.6426 0.5901 2258
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+ Bengal 0.6264 0.6794 0.6518 2258
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+ Birman 0.5681 0.7467 0.6452 2258
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+ Bombay 0.3487 0.8184 0.4891 2258
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+ British Shorthair 0.4735 0.5190 0.4952 2258
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+ Burmese 0.7097 0.4721 0.5670 2258
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+ Calico 0.4973 0.5802 0.5356 2258
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+ Cornish Rex 0.9075 0.9646 0.9352 2258
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+ Devon Rex 0.8468 0.8543 0.8505 2258
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+ Dilute Calico 0.5180 0.5217 0.5199 2258
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+ Dilute Tortoiseshell 0.5134 0.6470 0.5725 2258
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+ Domestic Long Hair 0.2886 0.2126 0.2448 2258
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+ Domestic Medium Hair 0.1713 0.0381 0.0623 2258
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+ Domestic Short Hair 0.3643 0.2954 0.3262 2258
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+ Egyptian Mau 0.5406 0.7613 0.6322 2258
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+ Exotic Shorthair 0.7838 0.5810 0.6673 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.1167 0.0031 0.0060 2258
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+ Havana 0.7949 0.9079 0.8476 2258
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+ Himalayan 0.5899 0.5159 0.5504 2258
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+ Japanese Bobtail 0.4803 0.3136 0.3794 2258
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+ Maine Coon 0.3018 0.4283 0.3541 2258
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+ Manx 0.1803 0.0097 0.0185 2258
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+ Munchkin 0.3825 0.1506 0.2161 2258
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+ Nebelung 0.7942 0.9606 0.8695 2258
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+ Norwegian Forest 0.4759 0.5199 0.4969 2258
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+ Oriental Short Hair 0.5131 0.0607 0.1085 2258
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+ Persian 0.6857 0.7276 0.7061 2258
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+ Ragamuffin 0.6177 0.6568 0.6366 2258
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+ Ragdoll 0.4368 0.2817 0.3425 2258
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+ Russian Blue 0.6549 0.8893 0.7543 2258
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+ Scottish Fold 0.7676 0.7197 0.7429 2258
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+ Siamese 0.4839 0.3330 0.3945 2258
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+ Siberian 0.5330 0.4650 0.4967 2258
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+ Snowshoe 0.6184 0.7622 0.6828 2258
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+ Sphynx 0.9817 0.9721 0.9769 2258
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+ Tabby 0.2261 0.2542 0.2393 2258
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+ Tiger 0.2598 0.5292 0.3485 2258
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+ Tonkinese 0.5807 0.6116 0.5958 2258
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+ Torbie 0.4362 0.5554 0.4886 2258
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+ Tortoiseshell 0.5665 0.7901 0.6599 2258
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+ Turkish Angora 0.5334 0.6005 0.5650 2258
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+ Turkish Van 0.3857 0.7312 0.5050 2258
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+ Tuxedo 0.4471 0.8419 0.5840 2258
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+ accuracy 0.5474 108384
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+ macro avg 0.5236 0.5474 0.5135 108384
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+ weighted avg 0.5236 0.5474 0.5135 108384
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  ```