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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 62% 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/EjERQK3lXIDDY2BvrpSYh.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 0.9413 0.8809 0.9101 2258
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- American Bobtail 0.2544 0.0580 0.0945 2258
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- American Curl 0.7882 0.7631 0.7754 2258
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- American Shorthair 0.1587 0.0089 0.0168 2258
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- Applehead Siamese 0.9007 0.9442 0.9219 2258
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- Balinese 0.6722 0.7830 0.7234 2258
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- Bengal 0.6654 0.6993 0.6819 2258
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- Birman 0.6715 0.7830 0.7230 2258
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- Bombay 0.4535 0.8291 0.5863 2258
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- British Shorthair 0.5465 0.6094 0.5762 2258
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- Burmese 0.7430 0.6324 0.6833 2258
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- Calico 0.5415 0.5841 0.5620 2258
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- Cornish Rex 0.9600 0.9894 0.9745 2258
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- Devon Rex 0.9201 0.9787 0.9485 2258
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- Dilute Calico 0.5204 0.5487 0.5342 2258
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- Dilute Tortoiseshell 0.5224 0.6461 0.5777 2258
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- Domestic Long Hair 0.3183 0.2378 0.2722 2258
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- Domestic Medium Hair 0.1971 0.0660 0.0989 2258
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- Domestic Short Hair 0.5084 0.6980 0.5883 2258
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- Egyptian Mau 0.6664 0.7848 0.7208 2258
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- Exotic Shorthair 0.7842 0.6227 0.6941 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.2454 0.0292 0.0522 2258
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- Havana 0.9012 0.9212 0.9111 2258
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- Himalayan 0.6550 0.5903 0.6210 2258
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- Japanese Bobtail 0.7416 0.7586 0.7500 2258
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- Maine Coon 0.3715 0.5097 0.4298 2258
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- Manx 0.3009 0.0151 0.0287 2258
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- Munchkin 0.5252 0.4668 0.4943 2258
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- Nebelung 0.8707 0.9929 0.9278 2258
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- Norwegian Forest 0.5516 0.6315 0.5889 2258
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- Oriental Short Hair 0.5710 0.2617 0.3589 2258
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- Persian 0.7423 0.7245 0.7333 2258
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- Ragamuffin 0.8217 0.8778 0.8488 2258
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- Ragdoll 0.4646 0.3339 0.3886 2258
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- Russian Blue 0.7238 0.8729 0.7914 2258
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- Scottish Fold 0.8372 0.7879 0.8118 2258
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- Siamese 0.5812 0.4991 0.5371 2258
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- Siberian 0.7234 0.7666 0.7444 2258
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- Snowshoe 0.6975 0.7524 0.7239 2258
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- Sphynx 0.9867 0.9827 0.9847 2258
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- Tabby 0.2648 0.2538 0.2592 2258
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- Tiger 0.2796 0.5385 0.3681 2258
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- Tonkinese 0.7528 0.8539 0.8002 2258
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- Torbie 0.4515 0.5647 0.5018 2258
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- Tortoiseshell 0.5933 0.7914 0.6782 2258
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- Turkish Angora 0.5947 0.6590 0.6252 2258
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- Turkish Van 0.5120 0.7294 0.6016 2258
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- Tuxedo 0.5318 0.8175 0.6444 2258
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- accuracy 0.6277 108384
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- macro avg 0.6047 0.6277 0.6014 108384
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- weighted avg 0.6047 0.6277 0.6014 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/N5gJReoHBblPr6Kmm2cQX.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 0.9395 0.8871 0.9125 2258
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+ American Bobtail 0.2310 0.0633 0.0994 2258
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+ American Curl 0.7928 0.7812 0.7870 2258
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+ American Shorthair 0.1429 0.0084 0.0159 2258
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+ Applehead Siamese 0.9047 0.9588 0.9310 2258
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+ Balinese 0.6979 0.7839 0.7384 2258
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+ Bengal 0.6738 0.7272 0.6995 2258
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+ Birman 0.6897 0.7737 0.7293 2258
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+ Bombay 0.4598 0.8344 0.5929 2258
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+ British Shorthair 0.5642 0.6094 0.5859 2258
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+ Burmese 0.7487 0.6426 0.6916 2258
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+ Calico 0.5456 0.5744 0.5597 2258
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+ Cornish Rex 0.9644 0.9827 0.9735 2258
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+ Devon Rex 0.9193 0.9836 0.9504 2258
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+ Dilute Calico 0.5332 0.5337 0.5334 2258
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+ Dilute Tortoiseshell 0.5289 0.6683 0.5905 2258
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+ Domestic Long Hair 0.3286 0.2555 0.2875 2258
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+ Domestic Medium Hair 0.1882 0.0704 0.1025 2258
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+ Domestic Short Hair 0.5543 0.7865 0.6503 2258
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+ Egyptian Mau 0.6897 0.7945 0.7384 2258
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+ Exotic Shorthair 0.7995 0.6461 0.7147 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.3023 0.0403 0.0711 2258
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+ Havana 0.9028 0.9340 0.9182 2258
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+ Himalayan 0.6638 0.6191 0.6407 2258
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+ Japanese Bobtail 0.7483 0.7994 0.7730 2258
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+ Maine Coon 0.3734 0.5182 0.4341 2258
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+ Manx 0.3193 0.0168 0.0320 2258
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+ Munchkin 0.5444 0.5297 0.5369 2258
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+ Nebelung 0.8609 0.9925 0.9220 2258
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+ Norwegian Forest 0.5777 0.6222 0.5991 2258
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+ Oriental Short Hair 0.5956 0.2883 0.3885 2258
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+ Persian 0.7464 0.7285 0.7373 2258
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+ Ragamuffin 0.8462 0.9207 0.8819 2258
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+ Ragdoll 0.4800 0.3552 0.4082 2258
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+ Russian Blue 0.7279 0.8862 0.7993 2258
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+ Scottish Fold 0.8469 0.7914 0.8182 2258
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+ Siamese 0.5851 0.5146 0.5476 2258
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+ Siberian 0.7409 0.8043 0.7713 2258
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+ Snowshoe 0.6972 0.7493 0.7223 2258
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+ Sphynx 0.9968 0.9765 0.9866 2258
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+ Tabby 0.2705 0.2626 0.2665 2258
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+ Tiger 0.2845 0.5270 0.3695 2258
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+ Tonkinese 0.7735 0.8229 0.7974 2258
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+ Torbie 0.4515 0.5726 0.5049 2258
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+ Tortoiseshell 0.6022 0.7852 0.6817 2258
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+ Turkish Angora 0.6055 0.6492 0.6266 2258
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+ Turkish Van 0.5484 0.7476 0.6327 2258
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+ Tuxedo 0.5469 0.8189 0.6558 2258
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+ accuracy 0.6383 108384
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+ macro avg 0.6153 0.6383 0.6127 108384
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+ weighted avg 0.6153 0.6383 0.6127 108384
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  ```