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cat_breed_image_detection

Image Classification
Transformers
Safetensors
vit
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@@ -8,63 +8,63 @@ Detects cat breed (from the list of 48 common breeds) with about 76% 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/jVSIdcNP4gdgr0KYH6WWj.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 0.9825 0.9686 0.9755 2258
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- American Bobtail 0.3682 0.4756 0.4151 2258
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- American Curl 0.9351 0.9128 0.9238 2258
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- American Shorthair 0.2152 0.0425 0.0710 2258
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- Applehead Siamese 0.9752 0.9938 0.9844 2258
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- Balinese 0.9066 0.9504 0.9280 2258
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- Bengal 0.7630 0.7843 0.7735 2258
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- Birman 0.8670 0.9358 0.9001 2258
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- Bombay 0.6385 0.8707 0.7367 2258
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- British Shorthair 0.7687 0.8578 0.8108 2258
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- Burmese 0.9083 0.9477 0.9276 2258
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- Calico 0.6022 0.6329 0.6171 2258
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- Cornish Rex 0.9942 0.9903 0.9922 2258
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- Devon Rex 0.9800 1.0000 0.9899 2258
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- Dilute Calico 0.5924 0.5638 0.5777 2258
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- Dilute Tortoiseshell 0.5785 0.6807 0.6254 2258
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- Domestic Long Hair 0.3902 0.3361 0.3612 2258
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- Domestic Medium Hair 0.2924 0.1182 0.1684 2258
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- Domestic Short Hair 0.9382 0.9743 0.9559 2258
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- Egyptian Mau 0.8839 0.9136 0.8985 2258
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- Exotic Shorthair 0.8656 0.8012 0.8321 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.3749 0.1732 0.2369 2258
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- Havana 0.9835 0.9774 0.9805 2258
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- Himalayan 0.7831 0.7037 0.7413 2258
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- Japanese Bobtail 0.9788 0.9823 0.9805 2258
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- Maine Coon 0.4964 0.6355 0.5574 2258
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- Manx 0.3339 0.0939 0.1466 2258
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- Munchkin 0.9277 0.9495 0.9385 2258
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- Nebelung 0.9693 0.9925 0.9807 2258
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- Norwegian Forest 0.8262 0.8463 0.8361 2258
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- Oriental Short Hair 0.8392 0.7626 0.7991 2258
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- Persian 0.8177 0.7865 0.8018 2258
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- Ragamuffin 0.9618 0.9818 0.9717 2258
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- Ragdoll 0.6668 0.6169 0.6409 2258
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- Russian Blue 0.8113 0.9066 0.8563 2258
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- Scottish Fold 0.9736 0.8990 0.9348 2258
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- Siamese 0.7565 0.7197 0.7376 2258
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- Siberian 0.9481 0.9619 0.9549 2258
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- Snowshoe 0.8209 0.8242 0.8225 2258
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- Sphynx 0.9951 0.9894 0.9922 2258
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- Tabby 0.3461 0.3472 0.3467 2258
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- Tiger 0.4004 0.6001 0.4803 2258
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- Tonkinese 0.9595 0.9451 0.9523 2258
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- Torbie 0.5366 0.6435 0.5852 2258
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- Tortoiseshell 0.6612 0.7994 0.7237 2258
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- Turkish Angora 0.7278 0.8291 0.7752 2258
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- Turkish Van 0.7509 0.9119 0.8236 2258
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- Tuxedo 0.6356 0.8459 0.7258 2258
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- accuracy 0.7599 108384
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- macro avg 0.7444 0.7599 0.7456 108384
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- weighted avg 0.7444 0.7599 0.7456 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/MFE-Vw8FtEJlc3kgL7glk.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 0.9748 0.9579 0.9663 2258
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+ American Bobtail 0.3656 0.4615 0.4080 2258
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+ American Curl 0.9321 0.9300 0.9311 2258
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+ American Shorthair 0.2208 0.0461 0.0762 2258
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+ Applehead Siamese 0.9770 0.9951 0.9860 2258
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+ Balinese 0.9068 0.9610 0.9331 2258
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+ Bengal 0.7590 0.7812 0.7700 2258
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+ Birman 0.8821 0.9274 0.9041 2258
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+ Bombay 0.6324 0.8618 0.7295 2258
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+ British Shorthair 0.7907 0.8516 0.8200 2258
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+ Burmese 0.9132 0.9508 0.9317 2258
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+ Calico 0.6004 0.6315 0.6156 2258
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+ Cornish Rex 0.9969 0.9920 0.9945 2258
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+ Devon Rex 0.9830 1.0000 0.9914 2258
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+ Dilute Calico 0.5982 0.5585 0.5776 2258
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+ Dilute Tortoiseshell 0.5785 0.6887 0.6288 2258
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+ Domestic Long Hair 0.3998 0.3401 0.3676 2258
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+ Domestic Medium Hair 0.2692 0.1151 0.1613 2258
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+ Domestic Short Hair 0.9424 0.9779 0.9598 2258
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+ Egyptian Mau 0.8788 0.9119 0.8950 2258
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+ Exotic Shorthair 0.8577 0.8118 0.8341 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.3623 0.1829 0.2431 2258
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+ Havana 0.9823 0.9810 0.9816 2258
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+ Himalayan 0.7988 0.7174 0.7559 2258
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+ Japanese Bobtail 0.9773 0.9934 0.9853 2258
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+ Maine Coon 0.5168 0.6599 0.5797 2258
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+ Manx 0.3863 0.1098 0.1710 2258
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+ Munchkin 0.9344 0.9584 0.9462 2258
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+ Nebelung 0.9652 0.9942 0.9795 2258
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+ Norwegian Forest 0.8101 0.8446 0.8270 2258
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+ Oriental Short Hair 0.8686 0.7963 0.8309 2258
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+ Persian 0.8289 0.7936 0.8109 2258
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+ Ragamuffin 0.9683 0.9863 0.9772 2258
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+ Ragdoll 0.6699 0.6156 0.6416 2258
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+ Russian Blue 0.8248 0.9150 0.8675 2258
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+ Scottish Fold 0.9788 0.8999 0.9377 2258
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+ Siamese 0.7601 0.7480 0.7540 2258
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+ Siberian 0.9503 0.9650 0.9576 2258
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+ Snowshoe 0.8297 0.8202 0.8249 2258
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+ Sphynx 0.9973 0.9898 0.9936 2258
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+ Tabby 0.3599 0.3423 0.3509 2258
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+ Tiger 0.4010 0.6125 0.4847 2258
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+ Tonkinese 0.9664 0.9553 0.9608 2258
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+ Torbie 0.5378 0.6209 0.5764 2258
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+ Tortoiseshell 0.6622 0.8091 0.7283 2258
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+ Turkish Angora 0.7385 0.8282 0.7808 2258
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+ Turkish Van 0.7586 0.9101 0.8275 2258
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+ Tuxedo 0.6276 0.8516 0.7227 2258
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+ accuracy 0.7636 108384
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+ macro avg 0.7484 0.7636 0.7496 108384
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+ weighted avg 0.7484 0.7636 0.7496 108384
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  ```