File size: 4,498 Bytes
57f78aa d500150 ddd8740 d500150 34cfb46 ddd8740 d500150 ddd8740 d500150 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 65% 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 0.9387 0.8884 0.9129 2258
American Bobtail 0.2751 0.0872 0.1325 2258
American Curl 0.8283 0.7843 0.8057 2258
American Shorthair 0.1863 0.0133 0.0248 2258
Applehead Siamese 0.9210 0.9597 0.9399 2258
Balinese 0.7079 0.8384 0.7676 2258
Bengal 0.6863 0.7267 0.7060 2258
Birman 0.6978 0.8016 0.7461 2258
Bombay 0.4681 0.8410 0.6014 2258
British Shorthair 0.5823 0.6019 0.5919 2258
Burmese 0.7840 0.6749 0.7254 2258
Calico 0.5524 0.5974 0.5740 2258
Cornish Rex 0.9693 0.9938 0.9814 2258
Devon Rex 0.9406 0.9894 0.9644 2258
Dilute Calico 0.5449 0.5514 0.5481 2258
Dilute Tortoiseshell 0.5501 0.6763 0.6067 2258
Domestic Long Hair 0.3494 0.2768 0.3089 2258
Domestic Medium Hair 0.2192 0.0740 0.1106 2258
Domestic Short Hair 0.5743 0.7976 0.6678 2258
Egyptian Mau 0.7066 0.8043 0.7523 2258
Exotic Shorthair 0.7952 0.6430 0.7111 2258
Extra-Toes Cat - Hemingway Polydactyl 0.2588 0.0390 0.0677 2258
Havana 0.9222 0.9553 0.9384 2258
Himalayan 0.6655 0.6151 0.6394 2258
Japanese Bobtail 0.7733 0.8822 0.8242 2258
Maine Coon 0.3726 0.5128 0.4316 2258
Manx 0.2973 0.0195 0.0366 2258
Munchkin 0.5517 0.5864 0.5685 2258
Nebelung 0.8910 0.9956 0.9404 2258
Norwegian Forest 0.5938 0.6311 0.6119 2258
Oriental Short Hair 0.5957 0.2976 0.3969 2258
Persian 0.7637 0.7329 0.7480 2258
Ragamuffin 0.8784 0.9181 0.8978 2258
Ragdoll 0.5070 0.3671 0.4259 2258
Russian Blue 0.7310 0.8871 0.8015 2258
Scottish Fold 0.8706 0.7985 0.8330 2258
Siamese 0.6086 0.5151 0.5579 2258
Siberian 0.7577 0.8282 0.7914 2258
Snowshoe 0.7149 0.7498 0.7319 2258
Sphynx 0.9933 0.9796 0.9864 2258
Tabby 0.2625 0.2573 0.2599 2258
Tiger 0.2907 0.5381 0.3774 2258
Tonkinese 0.7818 0.8583 0.8182 2258
Torbie 0.4781 0.5788 0.5236 2258
Tortoiseshell 0.6069 0.8020 0.6910 2258
Turkish Angora 0.6085 0.6882 0.6459 2258
Turkish Van 0.5477 0.7498 0.6330 2258
Tuxedo 0.5388 0.8060 0.6458 2258
accuracy 0.6502 108384
macro avg 0.6279 0.6502 0.6251 108384
weighted avg 0.6279 0.6502 0.6251 108384
``` |