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---
license: apache-2.0
metrics:
- accuracy
- f1
---
Detects cat breed (from the list of 48 common breeds) with about 57% 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 0.9006 0.8747 0.8874 2258
American Bobtail 0.2692 0.0279 0.0506 2258
American Curl 0.7350 0.7099 0.7222 2258
American Shorthair 0.1324 0.0040 0.0077 2258
Applehead Siamese 0.7165 0.8875 0.7929 2258
Balinese 0.5761 0.6940 0.6296 2258
Bengal 0.6503 0.6869 0.6681 2258
Birman 0.6187 0.7409 0.6743 2258
Bombay 0.3845 0.8198 0.5235 2258
British Shorthair 0.4841 0.5461 0.5132 2258
Burmese 0.6970 0.5164 0.5932 2258
Calico 0.5151 0.5735 0.5427 2258
Cornish Rex 0.9182 0.9743 0.9454 2258
Devon Rex 0.9033 0.9185 0.9108 2258
Dilute Calico 0.5049 0.5199 0.5123 2258
Dilute Tortoiseshell 0.5257 0.6484 0.5806 2258
Domestic Long Hair 0.3075 0.2179 0.2551 2258
Domestic Medium Hair 0.1858 0.0523 0.0816 2258
Domestic Short Hair 0.4040 0.4371 0.4199 2258
Egyptian Mau 0.5908 0.7640 0.6663 2258
Exotic Shorthair 0.7472 0.5970 0.6637 2258
Extra-Toes Cat - Hemingway Polydactyl 0.2688 0.0111 0.0213 2258
Havana 0.8377 0.9212 0.8775 2258
Himalayan 0.6279 0.5620 0.5931 2258
Japanese Bobtail 0.5857 0.4827 0.5293 2258
Maine Coon 0.3408 0.4903 0.4021 2258
Manx 0.2151 0.0089 0.0170 2258
Munchkin 0.3909 0.2046 0.2686 2258
Nebelung 0.8263 0.9841 0.8983 2258
Norwegian Forest 0.5141 0.5500 0.5315 2258
Oriental Short Hair 0.5140 0.1218 0.1969 2258
Persian 0.7143 0.7254 0.7198 2258
Ragamuffin 0.7079 0.7697 0.7375 2258
Ragdoll 0.4230 0.2994 0.3506 2258
Russian Blue 0.6822 0.8729 0.7659 2258
Scottish Fold 0.7819 0.7400 0.7604 2258
Siamese 0.5003 0.3831 0.4339 2258
Siberian 0.6286 0.5629 0.5939 2258
Snowshoe 0.6556 0.7547 0.7017 2258
Sphynx 0.9861 0.9708 0.9784 2258
Tabby 0.2279 0.2294 0.2286 2258
Tiger 0.2587 0.5403 0.3499 2258
Tonkinese 0.6426 0.6687 0.6554 2258
Torbie 0.4277 0.5647 0.4867 2258
Tortoiseshell 0.5777 0.8034 0.6721 2258
Turkish Angora 0.5585 0.6174 0.5865 2258
Turkish Van 0.4265 0.7374 0.5404 2258
Tuxedo 0.4707 0.8180 0.5975 2258
accuracy 0.5751 108384
macro avg 0.5533 0.5751 0.5445 108384
weighted avg 0.5533 0.5751 0.5445 108384
``` |