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---
license: apache-2.0
metrics:
- accuracy
- f1
---
Detects cat breed (from the list of 48 common breeds) with about 76% 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 0.9825 0.9686 0.9755 2258
American Bobtail 0.3682 0.4756 0.4151 2258
American Curl 0.9351 0.9128 0.9238 2258
American Shorthair 0.2152 0.0425 0.0710 2258
Applehead Siamese 0.9752 0.9938 0.9844 2258
Balinese 0.9066 0.9504 0.9280 2258
Bengal 0.7630 0.7843 0.7735 2258
Birman 0.8670 0.9358 0.9001 2258
Bombay 0.6385 0.8707 0.7367 2258
British Shorthair 0.7687 0.8578 0.8108 2258
Burmese 0.9083 0.9477 0.9276 2258
Calico 0.6022 0.6329 0.6171 2258
Cornish Rex 0.9942 0.9903 0.9922 2258
Devon Rex 0.9800 1.0000 0.9899 2258
Dilute Calico 0.5924 0.5638 0.5777 2258
Dilute Tortoiseshell 0.5785 0.6807 0.6254 2258
Domestic Long Hair 0.3902 0.3361 0.3612 2258
Domestic Medium Hair 0.2924 0.1182 0.1684 2258
Domestic Short Hair 0.9382 0.9743 0.9559 2258
Egyptian Mau 0.8839 0.9136 0.8985 2258
Exotic Shorthair 0.8656 0.8012 0.8321 2258
Extra-Toes Cat - Hemingway Polydactyl 0.3749 0.1732 0.2369 2258
Havana 0.9835 0.9774 0.9805 2258
Himalayan 0.7831 0.7037 0.7413 2258
Japanese Bobtail 0.9788 0.9823 0.9805 2258
Maine Coon 0.4964 0.6355 0.5574 2258
Manx 0.3339 0.0939 0.1466 2258
Munchkin 0.9277 0.9495 0.9385 2258
Nebelung 0.9693 0.9925 0.9807 2258
Norwegian Forest 0.8262 0.8463 0.8361 2258
Oriental Short Hair 0.8392 0.7626 0.7991 2258
Persian 0.8177 0.7865 0.8018 2258
Ragamuffin 0.9618 0.9818 0.9717 2258
Ragdoll 0.6668 0.6169 0.6409 2258
Russian Blue 0.8113 0.9066 0.8563 2258
Scottish Fold 0.9736 0.8990 0.9348 2258
Siamese 0.7565 0.7197 0.7376 2258
Siberian 0.9481 0.9619 0.9549 2258
Snowshoe 0.8209 0.8242 0.8225 2258
Sphynx 0.9951 0.9894 0.9922 2258
Tabby 0.3461 0.3472 0.3467 2258
Tiger 0.4004 0.6001 0.4803 2258
Tonkinese 0.9595 0.9451 0.9523 2258
Torbie 0.5366 0.6435 0.5852 2258
Tortoiseshell 0.6612 0.7994 0.7237 2258
Turkish Angora 0.7278 0.8291 0.7752 2258
Turkish Van 0.7509 0.9119 0.8236 2258
Tuxedo 0.6356 0.8459 0.7258 2258
accuracy 0.7599 108384
macro avg 0.7444 0.7599 0.7456 108384
weighted avg 0.7444 0.7599 0.7456 108384
``` |