Returns dog breed given an image.
See https://www.kaggle.com/code/dima806/133-dog-breed-image-detection-vit for more details.
Classification report:
precision recall f1-score support
Norwich_terrier 0.8750 0.8974 0.8861 39
Bichon_frise 0.8125 1.0000 0.8966 39
Entlebucher_mountain_dog 0.8889 0.6316 0.7385 38
Briard 1.0000 1.0000 1.0000 39
Norwegian_elkhound 0.9487 0.9487 0.9487 39
Field_spaniel 0.6731 0.9211 0.7778 38
Gordon_setter 0.9500 1.0000 0.9744 38
Cocker_spaniel 0.8378 0.8158 0.8267 38
Irish_setter 1.0000 0.9231 0.9600 39
Wirehaired_pointing_griffon 0.7600 0.9744 0.8539 39
Giant_schnauzer 1.0000 0.9737 0.9867 38
Maltese 0.7755 1.0000 0.8736 38
English_springer_spaniel 0.8571 0.9474 0.9000 38
Bernese_mountain_dog 1.0000 0.9231 0.9600 39
Alaskan_malamute 1.0000 1.0000 1.0000 38
American_eskimo_dog 0.9500 1.0000 0.9744 38
Havanese 0.0000 0.0000 0.0000 38
Icelandic_sheepdog 0.9412 0.8421 0.8889 38
Manchester_terrier 0.8298 1.0000 0.9070 39
Dogue_de_bordeaux 0.9048 0.9744 0.9383 39
Cardigan_welsh_corgi 0.9231 0.6154 0.7385 39
Norfolk_terrier 0.9487 0.9487 0.9487 39
Canaan_dog 0.8800 0.5789 0.6984 38
Clumber_spaniel 0.9737 0.9737 0.9737 38
Black_russian_terrier 0.9286 1.0000 0.9630 39
German_shepherd_dog 0.8780 0.9474 0.9114 38
Affenpinscher 0.8837 0.9744 0.9268 39
Bearded_collie 0.9697 0.8421 0.9014 38
Chinese_shar-pei 0.9677 0.7692 0.8571 39
Labrador_retriever 0.9333 0.3684 0.5283 38
Irish_terrier 0.9714 0.8947 0.9315 38
Chinese_crested 1.0000 0.8421 0.9143 38
Anatolian_shepherd_dog 1.0000 0.8947 0.9444 38
Brittany 1.0000 0.8947 0.9444 38
Norwegian_buhund 0.8372 0.9474 0.8889 38
Miniature_schnauzer 0.9512 1.0000 0.9750 39
Xoloitzcuintli 0.9750 1.0000 0.9873 39
Dalmatian 0.8667 1.0000 0.9286 39
Greyhound 0.8750 0.9211 0.8974 38
Leonberger 1.0000 1.0000 1.0000 39
Ibizan_hound 1.0000 0.9487 0.9737 39
Bloodhound 1.0000 1.0000 1.0000 38
Bluetick_coonhound 1.0000 1.0000 1.0000 39
English_setter 1.0000 1.0000 1.0000 38
Neapolitan_mastiff 0.8864 1.0000 0.9398 39
Parson_russell_terrier 0.9167 0.8462 0.8800 39
Brussels_griffon 0.9714 0.8947 0.9315 38
Bulldog 0.9268 1.0000 0.9620 38
Bullmastiff 0.7857 0.5641 0.6567 39
Borzoi 1.0000 1.0000 1.0000 38
Poodle 1.0000 0.8421 0.9143 38
Kuvasz 0.8500 0.8947 0.8718 38
Plott 0.8810 0.9737 0.9250 38
Belgian_malinois 0.9722 0.9211 0.9459 38
Japanese_chin 0.9286 1.0000 0.9630 39
Smooth_fox_terrier 0.9024 0.9737 0.9367 38
Flat-coated_retriever 0.8298 1.0000 0.9070 39
Pointer 1.0000 0.6316 0.7742 38
Otterhound 0.9487 0.9737 0.9610 38
Pomeranian 0.9167 0.8684 0.8919 38
Lhasa_apso 0.8444 0.9744 0.9048 39
Bouvier_des_flandres 0.9737 0.9737 0.9737 38
Irish_water_spaniel 0.9730 0.9474 0.9600 38
Old_english_sheepdog 0.8837 0.9744 0.9268 39
Basset_hound 1.0000 0.9744 0.9870 39
American_water_spaniel 0.8571 0.9474 0.9000 38
Airedale_terrier 0.7308 1.0000 0.8444 38
Border_terrier 0.9730 0.9474 0.9600 38
Irish_wolfhound 1.0000 1.0000 1.0000 39
Yorkshire_terrier 0.7037 1.0000 0.8261 38
Papillon 0.9048 1.0000 0.9500 38
Dachshund 1.0000 0.7895 0.8824 38
Cavalier_king_charles_spaniel 0.8140 0.9211 0.8642 38
Tibetan_mastiff 1.0000 0.9487 0.9737 39
Pekingese 1.0000 0.9211 0.9589 38
German_wirehaired_pointer 1.0000 0.6316 0.7742 38
Doberman_pinscher 0.6102 0.9474 0.7423 38
Keeshond 1.0000 1.0000 1.0000 39
Dandie_dinmont_terrier 1.0000 0.9737 0.9867 38
American_staffordshire_terrier 0.8718 0.8947 0.8831 38
Cairn_terrier 1.0000 0.9744 0.9870 39
Portuguese_water_dog 0.9722 0.8974 0.9333 39
Golden_retriever 0.9000 0.9474 0.9231 38
Basenji 0.8125 1.0000 0.8966 39
Bedlington_terrier 1.0000 0.9737 0.9867 38
Newfoundland 0.9737 0.9737 0.9737 38
Boxer 0.8444 0.9744 0.9048 39
Pembroke_welsh_corgi 0.6923 0.9474 0.8000 38
German_pinscher 1.0000 0.3846 0.5556 39
Chesapeake_bay_retriever 1.0000 0.9474 0.9730 38
Chow_chow 1.0000 1.0000 1.0000 38
Collie 0.9500 1.0000 0.9744 38
Komondor 1.0000 1.0000 1.0000 38
Boston_terrier 1.0000 1.0000 1.0000 39
Glen_of_imaal_terrier 0.9231 0.9231 0.9231 39
Beauceron 0.9429 0.8462 0.8919 39
Belgian_sheepdog 1.0000 1.0000 1.0000 38
Bull_terrier 1.0000 0.9737 0.9867 38
German_shorthaired_pointer 0.7917 1.0000 0.8837 38
Silky_terrier 0.9545 0.5526 0.7000 38
Great_dane 0.9630 0.6667 0.7879 39
French_bulldog 1.0000 0.9474 0.9730 38
Welsh_springer_spaniel 0.7600 1.0000 0.8636 38
Curly-coated_retriever 0.8810 0.9487 0.9136 39
Cane_corso 0.8250 0.8462 0.8354 39
Italian_greyhound 0.8780 0.9231 0.9000 39
Australian_terrier 0.9487 0.9487 0.9487 39
Australian_shepherd 0.9722 0.9211 0.9459 38
Belgian_tervuren 0.9500 0.9744 0.9620 39
Lakeland_terrier 1.0000 0.5263 0.6897 38
Finnish_spitz 0.9000 0.9474 0.9231 38
English_toy_spaniel 0.9375 0.7895 0.8571 38
Boykin_spaniel 0.8750 0.5526 0.6774 38
Pharaoh_hound 0.9024 0.9737 0.9367 38
Afghan_hound 0.9250 0.9487 0.9367 39
American_foxhound 0.9355 0.7436 0.8286 39
Lowchen 0.5965 0.8718 0.7083 39
Mastiff 0.7500 0.9474 0.8372 38
Petit_basset_griffon_vendeen 0.9070 1.0000 0.9512 39
Kerry_blue_terrier 0.8478 1.0000 0.9176 39
Irish_red_and_white_setter 0.8919 0.8462 0.8684 39
Australian_cattle_dog 1.0000 0.9474 0.9730 38
Beagle 0.7551 0.9737 0.8506 38
Great_pyrenees 0.7805 0.8421 0.8101 38
Border_collie 0.9744 1.0000 0.9870 38
Saint_bernard 1.0000 1.0000 1.0000 38
Akita 0.8182 0.7105 0.7606 38
Norwegian_lundehund 0.8261 1.0000 0.9048 38
Nova_scotia_duck_tolling_retriever 0.9211 0.9211 0.9211 38
Greater_swiss_mountain_dog 0.6667 0.9231 0.7742 39
Chihuahua 1.0000 0.9487 0.9737 39
Black_and_tan_coonhound 0.8667 1.0000 0.9286 39
English_cocker_spaniel 0.8710 0.7105 0.7826 38
accuracy 0.9017 5108
macro avg 0.9061 0.9015 0.8955 5108
weighted avg 0.9061 0.9017 0.8957 5108