File size: 4,498 Bytes
57f78aa 809d541 ddd8740 c124071 34cfb46 ddd8740 c124071 809d541 c124071 ddd8740 c124071 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 43% 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 0.6980 0.8189 0.7536 2258
American Bobtail 0.2000 0.0009 0.0018 2258
American Curl 0.6313 0.3140 0.4194 2258
American Shorthair 0.0769 0.0018 0.0035 2258
Applehead Siamese 0.3788 0.6160 0.4691 2258
Balinese 0.4247 0.3047 0.3548 2258
Bengal 0.5542 0.6501 0.5983 2258
Birman 0.3823 0.7343 0.5028 2258
Bombay 0.3073 0.7746 0.4400 2258
British Shorthair 0.5389 0.3069 0.3911 2258
Burmese 0.7995 0.1324 0.2272 2258
Calico 0.4133 0.5128 0.4577 2258
Cornish Rex 0.5851 0.8711 0.7000 2258
Devon Rex 0.7229 0.2011 0.3146 2258
Dilute Calico 0.5005 0.4123 0.4522 2258
Dilute Tortoiseshell 0.4811 0.6019 0.5347 2258
Domestic Long Hair 0.2881 0.0686 0.1109 2258
Domestic Medium Hair 0.1888 0.0120 0.0225 2258
Domestic Short Hair 0.2657 0.0337 0.0597 2258
Egyptian Mau 0.4468 0.6842 0.5406 2258
Exotic Shorthair 0.6852 0.2458 0.3618 2258
Extra-Toes Cat - Hemingway Polydactyl 0.4375 0.0031 0.0062 2258
Havana 0.5668 0.8206 0.6705 2258
Himalayan 0.4950 0.4136 0.4507 2258
Japanese Bobtail 0.4518 0.0394 0.0725 2258
Maine Coon 0.2439 0.4442 0.3149 2258
Manx 0.1186 0.0031 0.0060 2258
Munchkin 0.0000 0.0000 0.0000 2258
Nebelung 0.6052 0.8800 0.7172 2258
Norwegian Forest 0.3440 0.4243 0.3799 2258
Oriental Short Hair 0.1667 0.0004 0.0009 2258
Persian 0.5309 0.7418 0.6189 2258
Ragamuffin 0.4620 0.1399 0.2148 2258
Ragdoll 0.3352 0.2174 0.2638 2258
Russian Blue 0.5222 0.8959 0.6598 2258
Scottish Fold 0.4891 0.6368 0.5533 2258
Siamese 0.3747 0.1470 0.2112 2258
Siberian 0.4233 0.2090 0.2799 2258
Snowshoe 0.5301 0.6829 0.5969 2258
Sphynx 0.8680 0.9610 0.9121 2258
Tabby 0.1832 0.2205 0.2002 2258
Tiger 0.1973 0.5651 0.2925 2258
Tonkinese 0.3871 0.5368 0.4498 2258
Torbie 0.3894 0.4508 0.4179 2258
Tortoiseshell 0.5057 0.8060 0.6215 2258
Turkish Angora 0.4409 0.5598 0.4933 2258
Turkish Van 0.2744 0.7126 0.3963 2258
Tuxedo 0.3463 0.8822 0.4974 2258
accuracy 0.4311 108384
macro avg 0.4221 0.4311 0.3753 108384
weighted avg 0.4221 0.4311 0.3753 108384
``` |