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metadata
license: apache-2.0
metrics:
  - accuracy
  - f1

Detects cat breed (from the list of 48 common breeds) with about 67% accuracy based on image.

See https://www.kaggle.com/code/dima806/cat-breed-image-detection-vit for more details.

image/png

Classification report:

                                       precision    recall  f1-score   support

                           Abyssinian     0.9533    0.8946    0.9230      2258
                     American Bobtail     0.2498    0.1289    0.1700      2258
                        American Curl     0.8518    0.8220    0.8366      2258
                   American Shorthair     0.1792    0.0168    0.0308      2258
                    Applehead Siamese     0.9398    0.9810    0.9599      2258
                             Balinese     0.7608    0.8902    0.8204      2258
                               Bengal     0.7036    0.7369    0.7199      2258
                               Birman     0.7335    0.8375    0.7821      2258
                               Bombay     0.5007    0.8481    0.6296      2258
                    British Shorthair     0.6313    0.6581    0.6444      2258
                              Burmese     0.8000    0.7883    0.7941      2258
                               Calico     0.5623    0.5833    0.5726      2258
                          Cornish Rex     0.9718    0.9916    0.9816      2258
                            Devon Rex     0.9441    0.9942    0.9685      2258
                        Dilute Calico     0.5542    0.5345    0.5442      2258
                 Dilute Tortoiseshell     0.5508    0.6656    0.6028      2258
                   Domestic Long Hair     0.3480    0.2768    0.3083      2258
                 Domestic Medium Hair     0.2048    0.0762    0.1110      2258
                  Domestic Short Hair     0.6921    0.9535    0.8020      2258
                         Egyptian Mau     0.7718    0.8313    0.8004      2258
                     Exotic Shorthair     0.8110    0.6767    0.7378      2258
Extra-Toes Cat - Hemingway Polydactyl     0.2500    0.0531    0.0877      2258
                               Havana     0.9498    0.9562    0.9530      2258
                            Himalayan     0.6843    0.6134    0.6469      2258
                     Japanese Bobtail     0.8428    0.9190    0.8792      2258
                           Maine Coon     0.4029    0.5611    0.4690      2258
                                 Manx     0.2941    0.0244    0.0450      2258
                             Munchkin     0.6340    0.7365    0.6814      2258
                             Nebelung     0.9198    0.9898    0.9535      2258
                     Norwegian Forest     0.6402    0.6966    0.6672      2258
                  Oriental Short Hair     0.6400    0.4141    0.5028      2258
                              Persian     0.7607    0.7307    0.7454      2258
                           Ragamuffin     0.9060    0.9641    0.9341      2258
                              Ragdoll     0.5404    0.4083    0.4652      2258
                         Russian Blue     0.7552    0.8924    0.8181      2258
                        Scottish Fold     0.8865    0.8091    0.8460      2258
                              Siamese     0.6266    0.5580    0.5903      2258
                             Siberian     0.8122    0.8809    0.8451      2258
                             Snowshoe     0.7542    0.7489    0.7516      2258
                               Sphynx     0.9928    0.9810    0.9869      2258
                                Tabby     0.2895    0.2989    0.2941      2258
                                Tiger     0.3182    0.5399    0.4004      2258
                            Tonkinese     0.8586    0.8791    0.8687      2258
                               Torbie     0.5009    0.5895    0.5416      2258
                        Tortoiseshell     0.6205    0.8038    0.7004      2258
                       Turkish Angora     0.6149    0.7015    0.6554      2258
                          Turkish Van     0.5868    0.7737    0.6674      2258
                               Tuxedo     0.5636    0.8180    0.6674      2258

                             accuracy                         0.6777    108384
                            macro avg     0.6533    0.6777    0.6542    108384
                         weighted avg     0.6533    0.6777    0.6542    108384