File size: 4,498 Bytes
57f78aa c76f272 ddd8740 bf331e7 34cfb46 ddd8740 bf331e7 ddd8740 bf331e7 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 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 0.9136 0.8707 0.8916 2258
American Bobtail 0.2283 0.0221 0.0404 2258
American Curl 0.7159 0.7143 0.7151 2258
American Shorthair 0.1720 0.0071 0.0136 2258
Applehead Siamese 0.7334 0.8676 0.7949 2258
Balinese 0.5986 0.7139 0.6512 2258
Bengal 0.6409 0.6931 0.6660 2258
Birman 0.6066 0.7622 0.6756 2258
Bombay 0.3810 0.8144 0.5191 2258
British Shorthair 0.4809 0.5403 0.5089 2258
Burmese 0.6861 0.5151 0.5884 2258
Calico 0.5152 0.5686 0.5406 2258
Cornish Rex 0.9396 0.9712 0.9551 2258
Devon Rex 0.8990 0.9305 0.9145 2258
Dilute Calico 0.4960 0.5155 0.5055 2258
Dilute Tortoiseshell 0.5145 0.6435 0.5718 2258
Domestic Long Hair 0.2943 0.2183 0.2507 2258
Domestic Medium Hair 0.1990 0.0527 0.0833 2258
Domestic Short Hair 0.4137 0.4650 0.4379 2258
Egyptian Mau 0.5809 0.7715 0.6627 2258
Exotic Shorthair 0.7543 0.6076 0.6730 2258
Extra-Toes Cat - Hemingway Polydactyl 0.2205 0.0124 0.0235 2258
Havana 0.8308 0.9198 0.8731 2258
Himalayan 0.6324 0.5585 0.5931 2258
Japanese Bobtail 0.6014 0.4885 0.5391 2258
Maine Coon 0.3365 0.4517 0.3857 2258
Manx 0.2308 0.0106 0.0203 2258
Munchkin 0.3918 0.2276 0.2880 2258
Nebelung 0.8098 0.9898 0.8908 2258
Norwegian Forest 0.4990 0.5598 0.5277 2258
Oriental Short Hair 0.5755 0.1351 0.2188 2258
Persian 0.7226 0.7338 0.7282 2258
Ragamuffin 0.7124 0.7963 0.7520 2258
Ragdoll 0.4333 0.2919 0.3488 2258
Russian Blue 0.6835 0.8791 0.7691 2258
Scottish Fold 0.7886 0.7285 0.7574 2258
Siamese 0.5211 0.4154 0.4623 2258
Siberian 0.6066 0.5859 0.5961 2258
Snowshoe 0.6573 0.7493 0.7003 2258
Sphynx 0.9843 0.9717 0.9779 2258
Tabby 0.2493 0.2360 0.2425 2258
Tiger 0.2662 0.5341 0.3553 2258
Tonkinese 0.6389 0.6683 0.6532 2258
Torbie 0.4338 0.5589 0.4885 2258
Tortoiseshell 0.5755 0.7870 0.6648 2258
Turkish Angora 0.5698 0.6165 0.5922 2258
Turkish Van 0.4325 0.7365 0.5450 2258
Tuxedo 0.4838 0.8246 0.6098 2258
accuracy 0.5778 108384
macro avg 0.5552 0.5778 0.5472 108384
weighted avg 0.5552 0.5778 0.5472 108384
``` |