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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 68% 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/NMofezAtzEJw4CPPfiNNE.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 0.9462 0.8875 0.9159 2258
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- American Bobtail 0.2453 0.1430 0.1807 2258
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- American Curl 0.8450 0.8308 0.8379 2258
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- American Shorthair 0.2190 0.0235 0.0424 2258
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- Applehead Siamese 0.9538 0.9792 0.9663 2258
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- Balinese 0.7808 0.8849 0.8296 2258
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- Bengal 0.7034 0.7374 0.7200 2258
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- Birman 0.7492 0.8415 0.7927 2258
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- Bombay 0.4971 0.8392 0.6244 2258
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- British Shorthair 0.6619 0.6771 0.6694 2258
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- Burmese 0.8079 0.7936 0.8007 2258
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- Calico 0.5634 0.5926 0.5776 2258
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- Cornish Rex 0.9786 0.9907 0.9846 2258
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- Devon Rex 0.9520 0.9916 0.9714 2258
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- Dilute Calico 0.5555 0.5279 0.5413 2258
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- Dilute Tortoiseshell 0.5545 0.6687 0.6063 2258
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- Domestic Long Hair 0.3431 0.2799 0.3083 2258
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- Domestic Medium Hair 0.2346 0.0859 0.1258 2258
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- Domestic Short Hair 0.7346 0.9513 0.8290 2258
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- Egyptian Mau 0.7751 0.8392 0.8059 2258
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- Exotic Shorthair 0.8163 0.6554 0.7271 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.2649 0.0651 0.1045 2258
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- Havana 0.9546 0.9407 0.9476 2258
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- Himalayan 0.6971 0.6289 0.6612 2258
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- Japanese Bobtail 0.8496 0.9384 0.8918 2258
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- Maine Coon 0.4009 0.5616 0.4678 2258
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- Manx 0.2723 0.0244 0.0447 2258
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- Munchkin 0.6648 0.7772 0.7166 2258
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- Nebelung 0.9204 0.9880 0.9530 2258
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- Norwegian Forest 0.6695 0.7050 0.6868 2258
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- Oriental Short Hair 0.6515 0.4562 0.5366 2258
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- Persian 0.7767 0.7533 0.7648 2258
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- Ragamuffin 0.9203 0.9659 0.9425 2258
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- Ragdoll 0.5501 0.4495 0.4948 2258
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- Russian Blue 0.7546 0.8986 0.8203 2258
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- Scottish Fold 0.8746 0.8251 0.8491 2258
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- Siamese 0.6382 0.5717 0.6031 2258
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- Siberian 0.8422 0.9004 0.8703 2258
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- Snowshoe 0.7517 0.7803 0.7658 2258
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- Sphynx 0.9938 0.9858 0.9898 2258
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- Tabby 0.2906 0.2994 0.2949 2258
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- Tiger 0.3229 0.5372 0.4034 2258
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- Tonkinese 0.8813 0.9079 0.8944 2258
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- Torbie 0.4962 0.5850 0.5370 2258
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- Tortoiseshell 0.6212 0.8069 0.7020 2258
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- Turkish Angora 0.6338 0.6935 0.6623 2258
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- Turkish Van 0.6016 0.7852 0.6813 2258
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- Tuxedo 0.5632 0.8153 0.6662 2258
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- accuracy 0.6847 108384
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- macro avg 0.6620 0.6847 0.6627 108384
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- weighted avg 0.6620 0.6847 0.6627 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/rG2QdegaG9nguHh6FjKF_.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 0.9606 0.8968 0.9276 2258
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+ American Bobtail 0.2560 0.1408 0.1817 2258
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+ American Curl 0.8527 0.8282 0.8403 2258
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+ American Shorthair 0.2122 0.0230 0.0416 2258
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+ Applehead Siamese 0.9564 0.9814 0.9687 2258
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+ Balinese 0.7827 0.8756 0.8265 2258
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+ Bengal 0.7132 0.7236 0.7184 2258
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+ Birman 0.7618 0.8344 0.7964 2258
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+ Bombay 0.4929 0.8419 0.6217 2258
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+ British Shorthair 0.6681 0.6811 0.6746 2258
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+ Burmese 0.8161 0.7919 0.8038 2258
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+ Calico 0.5525 0.5824 0.5671 2258
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+ Cornish Rex 0.9810 0.9849 0.9830 2258
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+ Devon Rex 0.9537 0.9934 0.9731 2258
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+ Dilute Calico 0.5472 0.5567 0.5519 2258
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+ Dilute Tortoiseshell 0.5583 0.6829 0.6143 2258
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+ Domestic Long Hair 0.3362 0.2741 0.3020 2258
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+ Domestic Medium Hair 0.2289 0.0855 0.1245 2258
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+ Domestic Short Hair 0.7344 0.9491 0.8281 2258
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+ Egyptian Mau 0.7862 0.8454 0.8148 2258
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+ Exotic Shorthair 0.8225 0.6811 0.7452 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.2679 0.0580 0.0954 2258
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+ Havana 0.9647 0.9438 0.9541 2258
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+ Himalayan 0.6955 0.6484 0.6711 2258
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+ Japanese Bobtail 0.8673 0.9411 0.9027 2258
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+ Maine Coon 0.4235 0.5872 0.4921 2258
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+ Manx 0.3846 0.0332 0.0611 2258
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+ Munchkin 0.6797 0.7874 0.7296 2258
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+ Nebelung 0.9310 0.9916 0.9603 2258
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+ Norwegian Forest 0.6833 0.7108 0.6968 2258
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+ Oriental Short Hair 0.6539 0.4402 0.5262 2258
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+ Persian 0.7774 0.7440 0.7604 2258
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+ Ragamuffin 0.9212 0.9739 0.9468 2258
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+ Ragdoll 0.5436 0.4526 0.4940 2258
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+ Russian Blue 0.7463 0.9030 0.8172 2258
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+ Scottish Fold 0.8832 0.8202 0.8505 2258
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+ Siamese 0.6507 0.5965 0.6225 2258
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+ Siberian 0.8335 0.9004 0.8657 2258
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+ Snowshoe 0.7584 0.7715 0.7649 2258
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+ Sphynx 0.9973 0.9858 0.9915 2258
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+ Tabby 0.2857 0.3016 0.2934 2258
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+ Tiger 0.3189 0.5593 0.4062 2258
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+ Tonkinese 0.8811 0.9088 0.8947 2258
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+ Torbie 0.5027 0.5872 0.5417 2258
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+ Tortoiseshell 0.6224 0.7861 0.6947 2258
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+ Turkish Angora 0.6359 0.7086 0.6703 2258
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+ Turkish Van 0.6041 0.7981 0.6877 2258
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+ Tuxedo 0.5607 0.8082 0.6621 2258
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+ accuracy 0.6875 108384
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+ macro avg 0.6677 0.6875 0.6658 108384
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+ weighted avg 0.6677 0.6875 0.6658 108384
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  ```