metadata
license: apache-2.0
metrics:
- accuracy
- f1
Detects cat breed (from the list of 48 common breeds) with about 42% 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 0.6700 0.8425 0.7464 400
American Bobtail 0.0000 0.0000 0.0000 416
American Curl 0.6746 0.2657 0.3813 429
American Shorthair 0.0000 0.0000 0.0000 397
Applehead Siamese 0.4010 0.5939 0.4787 426
Balinese 0.4234 0.2549 0.3182 412
Bengal 0.5194 0.6241 0.5670 407
Birman 0.3594 0.7518 0.4864 415
Bombay 0.3056 0.7967 0.4417 428
British Shorthair 0.6068 0.3019 0.4032 414
Burmese 0.7000 0.0858 0.1528 408
Calico 0.4004 0.5000 0.4447 422
Cornish Rex 0.5600 0.8642 0.6796 405
Devon Rex 0.6220 0.1269 0.2107 402
Dilute Calico 0.5068 0.4322 0.4666 428
Dilute Tortoiseshell 0.4881 0.5721 0.5268 430
Domestic Long Hair 0.2222 0.0520 0.0843 423
Domestic Medium Hair 0.0385 0.0025 0.0046 408
Domestic Short Hair 0.2927 0.0286 0.0521 420
Egyptian Mau 0.4365 0.6425 0.5198 428
Exotic Shorthair 0.7343 0.2500 0.3730 420
Extra-Toes Cat - Hemingway Polydactyl 0.6000 0.0075 0.0148 400
Havana 0.5741 0.7698 0.6577 443
Himalayan 0.5429 0.4296 0.4797 412
Japanese Bobtail 0.4074 0.0277 0.0519 397
Maine Coon 0.2377 0.4360 0.3077 422
Manx 0.1429 0.0024 0.0047 420
Munchkin 0.0000 0.0000 0.0000 405
Nebelung 0.5780 0.8801 0.6977 417
Norwegian Forest 0.3523 0.4348 0.3892 414
Oriental Short Hair 0.0000 0.0000 0.0000 436
Persian 0.4803 0.7414 0.5830 379
Ragamuffin 0.5196 0.1247 0.2011 425
Ragdoll 0.3184 0.1968 0.2432 432
Russian Blue 0.5331 0.8981 0.6691 412
Scottish Fold 0.4692 0.6152 0.5323 408
Siamese 0.3905 0.1579 0.2249 418
Siberian 0.3722 0.1562 0.2200 429
Snowshoe 0.5389 0.6429 0.5863 420
Sphynx 0.8664 0.9571 0.9095 420
Tabby 0.1597 0.1695 0.1645 407
Tiger 0.1997 0.6000 0.2996 415
Tonkinese 0.3715 0.5952 0.4575 420
Torbie 0.3984 0.4645 0.4289 422
Tortoiseshell 0.5065 0.8171 0.6253 432
Turkish Angora 0.4326 0.5923 0.5000 417
Turkish Van 0.2664 0.7002 0.3860 417
Tuxedo 0.3349 0.8487 0.4803 423
accuracy 0.4229 20000
macro avg 0.4074 0.4220 0.3636 20000
weighted avg 0.4073 0.4229 0.3644 20000