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---
license: apache-2.0
metrics:
- accuracy
- f1
---
Detects cat breed (from the list of 48 common breeds) with about 75% accuracy based on image.
See https://www.kaggle.com/code/dima806/cat-breed-image-detection-vit for more details.
```
Classification report:
precision recall f1-score support
Abyssinian 0.9769 0.9553 0.9660 2258
American Bobtail 0.3553 0.4411 0.3936 2258
American Curl 0.9262 0.9119 0.9190 2258
American Shorthair 0.1971 0.0363 0.0613 2258
Applehead Siamese 0.9744 0.9934 0.9838 2258
Balinese 0.9130 0.9531 0.9326 2258
Bengal 0.7582 0.7817 0.7697 2258
Birman 0.8562 0.9336 0.8932 2258
Bombay 0.6105 0.8503 0.7107 2258
British Shorthair 0.7703 0.8450 0.8059 2258
Burmese 0.9125 0.9371 0.9246 2258
Calico 0.6105 0.6191 0.6148 2258
Cornish Rex 0.9938 0.9903 0.9920 2258
Devon Rex 0.9783 1.0000 0.9890 2258
Dilute Calico 0.5986 0.5793 0.5888 2258
Dilute Tortoiseshell 0.5690 0.6997 0.6276 2258
Domestic Long Hair 0.3888 0.3299 0.3570 2258
Domestic Medium Hair 0.2795 0.1112 0.1591 2258
Domestic Short Hair 0.9348 0.9721 0.9531 2258
Egyptian Mau 0.8779 0.9105 0.8939 2258
Exotic Shorthair 0.8743 0.7976 0.8342 2258
Extra-Toes Cat - Hemingway Polydactyl 0.3800 0.1802 0.2445 2258
Havana 0.9791 0.9752 0.9771 2258
Himalayan 0.7904 0.6949 0.7396 2258
Japanese Bobtail 0.9732 0.9655 0.9693 2258
Maine Coon 0.4974 0.6408 0.5601 2258
Manx 0.3724 0.0957 0.1522 2258
Munchkin 0.9190 0.9544 0.9363 2258
Nebelung 0.9619 0.9938 0.9776 2258
Norwegian Forest 0.8022 0.8299 0.8158 2258
Oriental Short Hair 0.8318 0.7622 0.7955 2258
Persian 0.8089 0.7834 0.7960 2258
Ragamuffin 0.9624 0.9748 0.9685 2258
Ragdoll 0.6393 0.6129 0.6258 2258
Russian Blue 0.8078 0.9101 0.8559 2258
Scottish Fold 0.9755 0.8809 0.9258 2258
Siamese 0.7387 0.7387 0.7387 2258
Siberian 0.9499 0.9486 0.9493 2258
Snowshoe 0.8175 0.7914 0.8042 2258
Sphynx 0.9964 0.9889 0.9927 2258
Tabby 0.3495 0.3446 0.3470 2258
Tiger 0.3954 0.5952 0.4752 2258
Tonkinese 0.9614 0.9384 0.9498 2258
Torbie 0.5306 0.6408 0.5805 2258
Tortoiseshell 0.6590 0.8038 0.7243 2258
Turkish Angora 0.7248 0.8118 0.7658 2258
Turkish Van 0.7342 0.8955 0.8069 2258
Tuxedo 0.6181 0.8481 0.7151 2258
accuracy 0.7552 108384
macro avg 0.7403 0.7552 0.7408 108384
weighted avg 0.7403 0.7552 0.7408 108384
``` |