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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 64% 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/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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  ```
 
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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/YV-pUB_XtcnNPGdVN77m1.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 0.9327 0.8906 0.9112 2258
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+ American Bobtail 0.2247 0.0660 0.1020 2258
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+ American Curl 0.7960 0.7759 0.7858 2258
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+ American Shorthair 0.1830 0.0124 0.0232 2258
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+ Applehead Siamese 0.9110 0.9606 0.9351 2258
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+ Balinese 0.7051 0.8260 0.7608 2258
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+ Bengal 0.6911 0.7064 0.6986 2258
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+ Birman 0.6780 0.7927 0.7309 2258
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+ Bombay 0.4616 0.8304 0.5934 2258
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+ British Shorthair 0.5692 0.5903 0.5796 2258
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+ Burmese 0.7565 0.6727 0.7121 2258
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+ Calico 0.5396 0.5709 0.5548 2258
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+ Cornish Rex 0.9664 0.9934 0.9797 2258
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+ Devon Rex 0.9263 0.9849 0.9547 2258
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+ Dilute Calico 0.5293 0.5483 0.5386 2258
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+ Dilute Tortoiseshell 0.5257 0.6426 0.5783 2258
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+ Domestic Long Hair 0.3228 0.2409 0.2759 2258
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+ Domestic Medium Hair 0.2216 0.0762 0.1134 2258
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+ Domestic Short Hair 0.5714 0.8029 0.6676 2258
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+ Egyptian Mau 0.6817 0.7985 0.7355 2258
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+ Exotic Shorthair 0.8159 0.6399 0.7173 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.2649 0.0394 0.0686 2258
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+ Havana 0.9149 0.9424 0.9284 2258
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+ Himalayan 0.6532 0.5948 0.6226 2258
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+ Japanese Bobtail 0.7469 0.8286 0.7856 2258
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+ Maine Coon 0.3841 0.5208 0.4421 2258
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+ Manx 0.3500 0.0186 0.0353 2258
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+ Munchkin 0.5473 0.5531 0.5502 2258
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+ Nebelung 0.8739 0.9942 0.9302 2258
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+ Norwegian Forest 0.5680 0.6306 0.5977 2258
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+ Oriental Short Hair 0.5787 0.2817 0.3789 2258
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+ Persian 0.7589 0.7400 0.7493 2258
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+ Ragamuffin 0.8528 0.9265 0.8881 2258
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+ Ragdoll 0.4930 0.3574 0.4144 2258
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+ Russian Blue 0.7198 0.8862 0.7944 2258
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+ Scottish Fold 0.8504 0.7830 0.8153 2258
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+ Siamese 0.5953 0.5146 0.5520 2258
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+ Siberian 0.7457 0.8051 0.7743 2258
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+ Snowshoe 0.7100 0.7471 0.7281 2258
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+ Sphynx 0.9955 0.9743 0.9848 2258
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+ Tabby 0.2653 0.2551 0.2601 2258
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+ Tiger 0.2880 0.5354 0.3745 2258
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+ Tonkinese 0.7876 0.8357 0.8109 2258
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+ Torbie 0.4648 0.5762 0.5145 2258
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+ Tortoiseshell 0.5894 0.8016 0.6793 2258
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+ Turkish Angora 0.6048 0.6621 0.6321 2258
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+ Turkish Van 0.5475 0.7484 0.6324 2258
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+ Tuxedo 0.5405 0.8096 0.6482 2258
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+ accuracy 0.6414 108384
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+ macro avg 0.6188 0.6414 0.6154 108384
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+ weighted avg 0.6188 0.6414 0.6154 108384
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  ```