File size: 4,498 Bytes
57f78aa 019c4bf ddd8740 3e677d0 34cfb46 ddd8740 3e677d0 ddd8740 3e677d0 ddd8740 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 |
---
license: apache-2.0
metrics:
- accuracy
- f1
---
Detects cat breed (from the list of 48 common breeds) with about 64% 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 0.9430 0.8800 0.9104 2258
American Bobtail 0.2850 0.0793 0.1240 2258
American Curl 0.8189 0.7910 0.8047 2258
American Shorthair 0.1538 0.0106 0.0199 2258
Applehead Siamese 0.9178 0.9686 0.9425 2258
Balinese 0.7040 0.8361 0.7644 2258
Bengal 0.6808 0.7303 0.7047 2258
Birman 0.7039 0.8056 0.7513 2258
Bombay 0.4663 0.8326 0.5978 2258
British Shorthair 0.5607 0.6112 0.5849 2258
Burmese 0.7575 0.6696 0.7109 2258
Calico 0.5450 0.5717 0.5580 2258
Cornish Rex 0.9577 0.9916 0.9743 2258
Devon Rex 0.9355 0.9885 0.9612 2258
Dilute Calico 0.5326 0.5385 0.5356 2258
Dilute Tortoiseshell 0.5480 0.6501 0.5947 2258
Domestic Long Hair 0.3236 0.2462 0.2797 2258
Domestic Medium Hair 0.2141 0.0779 0.1143 2258
Domestic Short Hair 0.5672 0.7976 0.6630 2258
Egyptian Mau 0.7246 0.7994 0.7602 2258
Exotic Shorthair 0.8118 0.6382 0.7146 2258
Extra-Toes Cat - Hemingway Polydactyl 0.2716 0.0403 0.0702 2258
Havana 0.9276 0.9415 0.9345 2258
Himalayan 0.6627 0.6098 0.6351 2258
Japanese Bobtail 0.7643 0.8485 0.8042 2258
Maine Coon 0.3703 0.5151 0.4308 2258
Manx 0.2635 0.0173 0.0324 2258
Munchkin 0.5363 0.5523 0.5442 2258
Nebelung 0.8716 0.9889 0.9266 2258
Norwegian Forest 0.5867 0.6236 0.6046 2258
Oriental Short Hair 0.5759 0.3043 0.3981 2258
Persian 0.7519 0.7329 0.7423 2258
Ragamuffin 0.8447 0.9274 0.8841 2258
Ragdoll 0.5070 0.3707 0.4282 2258
Russian Blue 0.7255 0.8871 0.7982 2258
Scottish Fold 0.8666 0.7941 0.8287 2258
Siamese 0.5999 0.5186 0.5563 2258
Siberian 0.7668 0.8153 0.7903 2258
Snowshoe 0.7125 0.7431 0.7275 2258
Sphynx 0.9932 0.9770 0.9850 2258
Tabby 0.2690 0.2697 0.2693 2258
Tiger 0.2842 0.5257 0.3689 2258
Tonkinese 0.7931 0.8454 0.8184 2258
Torbie 0.4602 0.5717 0.5100 2258
Tortoiseshell 0.5878 0.7976 0.6768 2258
Turkish Angora 0.6030 0.6692 0.6343 2258
Turkish Van 0.5515 0.7427 0.6329 2258
Tuxedo 0.5424 0.8122 0.6505 2258
accuracy 0.6449 108384
macro avg 0.6217 0.6449 0.6199 108384
weighted avg 0.6217 0.6449 0.6199 108384
``` |