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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.

image/png

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