A deep learning model that recognize between 120 dog breeds.
The dataset can be found in Kaggle, here is the link.
The dog breeds which our model is trained are: affenpinscher, afghan_hound, african_hunting_dog, airedale, american_staffordshire_terrier, appenzeller, australian_terrier, basenji, basset, beagle, bedlington_terrier, bernese_mountain_dog, black-and-tan_coonhound, blenheim_spaniel, bloodhound, bluetick, border_collie, border_terrier, borzoi, boston_bull, bouvier_des_flandres, boxer, brabancon_griffon, briard, brittany_spaniel, bull_mastiff, cairn, cardigan, chesapeake_bay_retriever, chihuahua, chow, clumber, cocker_spaniel, collie, curly-coated_retriever, dandie_dinmont, dhole, dingo, doberman, english_foxhound, english_setter, english_springer, entlebucher, eskimo_dog, flat-coated_retriever, french_bulldog, german_shepherd, german_short-haired_pointer, giant_schnauzer, golden_retriever, gordon_setter, great_dane, great_pyrenees, greater_swiss_mountain_dog, groenendael, ibizan_hound, irish_setter, irish_terrier, irish_water_spaniel, irish_wolfhound, italian_greyhound, japanese_spaniel, keeshond, kelpie, kerry_blue_terrier, komondor, kuvasz, labrador_retriever, lakeland_terrier, leonberg, lhasa, malamute, malinois, maltese_dog, mexican_hairless, miniature_pinscher, miniature_poodle, miniature_schnauzer, newfoundland, norfolk_terrier, norwegian_elkhound, norwich_terrier, old_english_sheepdog, otterhound, papillon, pekinese, pembroke, pomeranian, pug, redbone, rhodesian_ridgeback, rottweiler, saint_bernard, saluki, samoyed, schipperke, scotch_terrier, scottish_deerhound, sealyham_terrier, shetland_sheepdog, shih-tzu, siberian_husky, silky_terrier, soft-coated_wheaten_terrier, staffordshire_bullterrier, standard_poodle, standard_schnauzer, sussex_spaniel, tibetan_mastiff, tibetan_terrier, toy_poodle, toy_terrier, vizsla, walker_hound, weimaraner, welsh_springer_spaniel, west_highland_white_terrier, whippet, wire-haired_fox_terrier, yorkshire_terrier.
In the dataset you can find the follow files:
train.zip- the training set, you are provided the breed for these dogs.test.zip- the test set, you must predict the probability of each breed for each image.sample_submission.csv- a sample submission file in the correct format.labels.csv- the breeds for the images in the train set.