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

Detects cat breed (from the list of 48 common breeds) with about 55% 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     0.8983    0.8649    0.8813      2258
                     American Bobtail     0.2308    0.0133    0.0251      2258
                        American Curl     0.7037    0.6847    0.6941      2258
                   American Shorthair     0.1644    0.0053    0.0103      2258
                    Applehead Siamese     0.6333    0.8091    0.7105      2258
                             Balinese     0.5576    0.6581    0.6037      2258
                               Bengal     0.6294    0.6723    0.6501      2258
                               Birman     0.5597    0.7498    0.6409      2258
                               Bombay     0.3558    0.8242    0.4970      2258
                    British Shorthair     0.4750    0.5208    0.4968      2258
                              Burmese     0.7027    0.4752    0.5670      2258
                               Calico     0.5045    0.5895    0.5437      2258
                          Cornish Rex     0.9115    0.9624    0.9362      2258
                            Devon Rex     0.8425    0.8694    0.8557      2258
                        Dilute Calico     0.5127    0.5089    0.5108      2258
                 Dilute Tortoiseshell     0.5051    0.6329    0.5618      2258
                   Domestic Long Hair     0.3007    0.2108    0.2479      2258
                 Domestic Medium Hair     0.1792    0.0421    0.0681      2258
                  Domestic Short Hair     0.3914    0.3503    0.3697      2258
                         Egyptian Mau     0.5537    0.7666    0.6430      2258
                     Exotic Shorthair     0.7503    0.5762    0.6518      2258
Extra-Toes Cat - Hemingway Polydactyl     0.3380    0.0106    0.0206      2258
                               Havana     0.8168    0.9021    0.8573      2258
                            Himalayan     0.6162    0.5248    0.5669      2258
                     Japanese Bobtail     0.5203    0.3627    0.4275      2258
                           Maine Coon     0.3236    0.4535    0.3777      2258
                                 Manx     0.2358    0.0128    0.0244      2258
                             Munchkin     0.4241    0.1670    0.2396      2258
                             Nebelung     0.7919    0.9774    0.8749      2258
                     Norwegian Forest     0.5138    0.5195    0.5166      2258
                  Oriental Short Hair     0.5211    0.0655    0.1164      2258
                              Persian     0.6851    0.7507    0.7164      2258
                           Ragamuffin     0.6342    0.6864    0.6593      2258
                              Ragdoll     0.4300    0.2896    0.3461      2258
                         Russian Blue     0.6570    0.8671    0.7476      2258
                        Scottish Fold     0.7739    0.7245    0.7484      2258
                              Siamese     0.5061    0.3463    0.4113      2258
                             Siberian     0.5435    0.4978    0.5196      2258
                             Snowshoe     0.6384    0.7529    0.6909      2258
                               Sphynx     0.9846    0.9650    0.9747      2258
                                Tabby     0.2248    0.2400    0.2322      2258
                                Tiger     0.2536    0.5155    0.3400      2258
                            Tonkinese     0.5999    0.5983    0.5991      2258
                               Torbie     0.4202    0.5611    0.4806      2258
                        Tortoiseshell     0.5687    0.7989    0.6645      2258
                       Turkish Angora     0.5307    0.5903    0.5589      2258
                          Turkish Van     0.3833    0.7294    0.5025      2258
                               Tuxedo     0.4432    0.8459    0.5816      2258

                             accuracy                         0.5530    108384
                            macro avg     0.5363    0.5530    0.5200    108384
                         weighted avg     0.5363    0.5530    0.5200    108384