# (Closed) Dog Breed Identification — Data 来源：https://www.kaggle.com/competitions/dpl302m-project-1-dog-breed-identification/data 本地 Meta Kaggle 快照；不是本次实时页面。 # Dataset Description You are provided with a training set and a test set of images of dogs. Each image has a filename that is its unique `id`. The dataset comprises 120 breeds of dogs. The goal of the competition is to create a classifier capable of determining a dog's breed from a photo. The list of breeds is as follows: 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 ## File descriptions * `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