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

Detects cat breed (from the list of 48 common breeds) with about 54% 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     0.8844    0.8711    0.8777      2258
                     American Bobtail     0.2037    0.0097    0.0186      2258
                        American Curl     0.7054    0.6639    0.6840      2258
                   American Shorthair     0.1579    0.0053    0.0103      2258
                    Applehead Siamese     0.6322    0.7994    0.7060      2258
                             Balinese     0.5455    0.6426    0.5901      2258
                               Bengal     0.6264    0.6794    0.6518      2258
                               Birman     0.5681    0.7467    0.6452      2258
                               Bombay     0.3487    0.8184    0.4891      2258
                    British Shorthair     0.4735    0.5190    0.4952      2258
                              Burmese     0.7097    0.4721    0.5670      2258
                               Calico     0.4973    0.5802    0.5356      2258
                          Cornish Rex     0.9075    0.9646    0.9352      2258
                            Devon Rex     0.8468    0.8543    0.8505      2258
                        Dilute Calico     0.5180    0.5217    0.5199      2258
                 Dilute Tortoiseshell     0.5134    0.6470    0.5725      2258
                   Domestic Long Hair     0.2886    0.2126    0.2448      2258
                 Domestic Medium Hair     0.1713    0.0381    0.0623      2258
                  Domestic Short Hair     0.3643    0.2954    0.3262      2258
                         Egyptian Mau     0.5406    0.7613    0.6322      2258
                     Exotic Shorthair     0.7838    0.5810    0.6673      2258
Extra-Toes Cat - Hemingway Polydactyl     0.1167    0.0031    0.0060      2258
                               Havana     0.7949    0.9079    0.8476      2258
                            Himalayan     0.5899    0.5159    0.5504      2258
                     Japanese Bobtail     0.4803    0.3136    0.3794      2258
                           Maine Coon     0.3018    0.4283    0.3541      2258
                                 Manx     0.1803    0.0097    0.0185      2258
                             Munchkin     0.3825    0.1506    0.2161      2258
                             Nebelung     0.7942    0.9606    0.8695      2258
                     Norwegian Forest     0.4759    0.5199    0.4969      2258
                  Oriental Short Hair     0.5131    0.0607    0.1085      2258
                              Persian     0.6857    0.7276    0.7061      2258
                           Ragamuffin     0.6177    0.6568    0.6366      2258
                              Ragdoll     0.4368    0.2817    0.3425      2258
                         Russian Blue     0.6549    0.8893    0.7543      2258
                        Scottish Fold     0.7676    0.7197    0.7429      2258
                              Siamese     0.4839    0.3330    0.3945      2258
                             Siberian     0.5330    0.4650    0.4967      2258
                             Snowshoe     0.6184    0.7622    0.6828      2258
                               Sphynx     0.9817    0.9721    0.9769      2258
                                Tabby     0.2261    0.2542    0.2393      2258
                                Tiger     0.2598    0.5292    0.3485      2258
                            Tonkinese     0.5807    0.6116    0.5958      2258
                               Torbie     0.4362    0.5554    0.4886      2258
                        Tortoiseshell     0.5665    0.7901    0.6599      2258
                       Turkish Angora     0.5334    0.6005    0.5650      2258
                          Turkish Van     0.3857    0.7312    0.5050      2258
                               Tuxedo     0.4471    0.8419    0.5840      2258

                             accuracy                         0.5474    108384
                            macro avg     0.5236    0.5474    0.5135    108384
                         weighted avg     0.5236    0.5474    0.5135    108384