DomainNet / README.md
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metadata
language:
  - en
license: other
size_categories:
  - 100K<n<1M
task_categories:
  - image-classification
  - zero-shot-image-classification
task_ids:
  - multi-class-image-classification
  - multi-class-classification
pretty_name: DomainNet
dataset_info:
  features:
    - name: image
      dtype: image
    - name: label
      dtype:
        class_label:
          names:
            '0': aircraft_carrier
            '1': airplane
            '2': alarm_clock
            '3': ambulance
            '4': angel
            '5': animal_migration
            '6': ant
            '7': anvil
            '8': apple
            '9': arm
            '10': asparagus
            '11': axe
            '12': backpack
            '13': banana
            '14': bandage
            '15': barn
            '16': baseball
            '17': baseball_bat
            '18': basket
            '19': basketball
            '20': bat
            '21': bathtub
            '22': beach
            '23': bear
            '24': beard
            '25': bed
            '26': bee
            '27': belt
            '28': bench
            '29': bicycle
            '30': binoculars
            '31': bird
            '32': birthday_cake
            '33': blackberry
            '34': blueberry
            '35': book
            '36': boomerang
            '37': bottlecap
            '38': bowtie
            '39': bracelet
            '40': brain
            '41': bread
            '42': bridge
            '43': broccoli
            '44': broom
            '45': bucket
            '46': bulldozer
            '47': bus
            '48': bush
            '49': butterfly
            '50': cactus
            '51': cake
            '52': calculator
            '53': calendar
            '54': camel
            '55': camera
            '56': camouflage
            '57': campfire
            '58': candle
            '59': cannon
            '60': canoe
            '61': car
            '62': carrot
            '63': castle
            '64': cat
            '65': ceiling_fan
            '66': cello
            '67': cell_phone
            '68': chair
            '69': chandelier
            '70': church
            '71': circle
            '72': clarinet
            '73': clock
            '74': cloud
            '75': coffee_cup
            '76': compass
            '77': computer
            '78': cookie
            '79': cooler
            '80': couch
            '81': cow
            '82': crab
            '83': crayon
            '84': crocodile
            '85': crown
            '86': cruise_ship
            '87': cup
            '88': diamond
            '89': dishwasher
            '90': diving_board
            '91': dog
            '92': dolphin
            '93': donut
            '94': door
            '95': dragon
            '96': dresser
            '97': drill
            '98': drums
            '99': duck
            '100': dumbbell
            '101': ear
            '102': elbow
            '103': elephant
            '104': envelope
            '105': eraser
            '106': eye
            '107': eyeglasses
            '108': face
            '109': fan
            '110': feather
            '111': fence
            '112': finger
            '113': fire_hydrant
            '114': fireplace
            '115': firetruck
            '116': fish
            '117': flamingo
            '118': flashlight
            '119': flip_flops
            '120': floor_lamp
            '121': flower
            '122': flying_saucer
            '123': foot
            '124': fork
            '125': frog
            '126': frying_pan
            '127': garden
            '128': garden_hose
            '129': giraffe
            '130': goatee
            '131': golf_club
            '132': grapes
            '133': grass
            '134': guitar
            '135': hamburger
            '136': hammer
            '137': hand
            '138': harp
            '139': hat
            '140': headphones
            '141': hedgehog
            '142': helicopter
            '143': helmet
            '144': hexagon
            '145': hockey_puck
            '146': hockey_stick
            '147': horse
            '148': hospital
            '149': hot_air_balloon
            '150': hot_dog
            '151': hot_tub
            '152': hourglass
            '153': house
            '154': house_plant
            '155': hurricane
            '156': ice_cream
            '157': jacket
            '158': jail
            '159': kangaroo
            '160': key
            '161': keyboard
            '162': knee
            '163': knife
            '164': ladder
            '165': lantern
            '166': laptop
            '167': leaf
            '168': leg
            '169': light_bulb
            '170': lighter
            '171': lighthouse
            '172': lightning
            '173': line
            '174': lion
            '175': lipstick
            '176': lobster
            '177': lollipop
            '178': mailbox
            '179': map
            '180': marker
            '181': matches
            '182': megaphone
            '183': mermaid
            '184': microphone
            '185': microwave
            '186': monkey
            '187': moon
            '188': mosquito
            '189': motorbike
            '190': mountain
            '191': mouse
            '192': moustache
            '193': mouth
            '194': mug
            '195': mushroom
            '196': nail
            '197': necklace
            '198': nose
            '199': ocean
            '200': octagon
            '201': octopus
            '202': onion
            '203': oven
            '204': owl
            '205': paintbrush
            '206': paint_can
            '207': palm_tree
            '208': panda
            '209': pants
            '210': paper_clip
            '211': parachute
            '212': parrot
            '213': passport
            '214': peanut
            '215': pear
            '216': peas
            '217': pencil
            '218': penguin
            '219': piano
            '220': pickup_truck
            '221': picture_frame
            '222': pig
            '223': pillow
            '224': pineapple
            '225': pizza
            '226': pliers
            '227': police_car
            '228': pond
            '229': pool
            '230': popsicle
            '231': postcard
            '232': potato
            '233': power_outlet
            '234': purse
            '235': rabbit
            '236': raccoon
            '237': radio
            '238': rain
            '239': rainbow
            '240': rake
            '241': remote_control
            '242': rhinoceros
            '243': rifle
            '244': river
            '245': roller_coaster
            '246': rollerskates
            '247': sailboat
            '248': sandwich
            '249': saw
            '250': saxophone
            '251': school_bus
            '252': scissors
            '253': scorpion
            '254': screwdriver
            '255': sea_turtle
            '256': see_saw
            '257': shark
            '258': sheep
            '259': shoe
            '260': shorts
            '261': shovel
            '262': sink
            '263': skateboard
            '264': skull
            '265': skyscraper
            '266': sleeping_bag
            '267': smiley_face
            '268': snail
            '269': snake
            '270': snorkel
            '271': snowflake
            '272': snowman
            '273': soccer_ball
            '274': sock
            '275': speedboat
            '276': spider
            '277': spoon
            '278': spreadsheet
            '279': square
            '280': squiggle
            '281': squirrel
            '282': stairs
            '283': star
            '284': steak
            '285': stereo
            '286': stethoscope
            '287': stitches
            '288': stop_sign
            '289': stove
            '290': strawberry
            '291': streetlight
            '292': string_bean
            '293': submarine
            '294': suitcase
            '295': sun
            '296': swan
            '297': sweater
            '298': swing_set
            '299': sword
            '300': syringe
            '301': table
            '302': teapot
            '303': teddy-bear
            '304': telephone
            '305': television
            '306': tennis_racquet
            '307': tent
            '308': The_Eiffel_Tower
            '309': The_Great_Wall_of_China
            '310': The_Mona_Lisa
            '311': tiger
            '312': toaster
            '313': toe
            '314': toilet
            '315': tooth
            '316': toothbrush
            '317': toothpaste
            '318': tornado
            '319': tractor
            '320': traffic_light
            '321': train
            '322': tree
            '323': triangle
            '324': trombone
            '325': truck
            '326': trumpet
            '327': t-shirt
            '328': umbrella
            '329': underwear
            '330': van
            '331': vase
            '332': violin
            '333': washing_machine
            '334': watermelon
            '335': waterslide
            '336': whale
            '337': wheel
            '338': windmill
            '339': wine_bottle
            '340': wine_glass
            '341': wristwatch
            '342': yoga
            '343': zebra
            '344': zigzag
    - name: domain
      dtype:
        class_label:
          names:
            '0': clipart
            '1': infograph
            '2': painting
            '3': quickdraw
            '4': real
            '5': sketch
    - name: image_path
      dtype: string
  splits:
    - name: train
      num_bytes: 1098474093.3600001
      num_examples: 409832
    - name: test
      num_bytes: 471724034.589
      num_examples: 176743
  download_size: 18521436207
  dataset_size: 1570198127.9490001
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: test
        path: data/test-*

Data downloaded from WILDS (Download, paper, project).

This dataset contains some copyrighted material whose use has not been specifically authorized by the copyright owners. In an effort to advance scientific research, we make this material available for academic research. We believe this constitutes a fair use of any such copyrighted material as provided for in section 107 of the US Copyright Law. In accordance with Title 17 U.S.C. Section 107, the material on this site is distributed without profit for non-commercial research and educational purposes. For more information on fair use please click here. If you wish to use copyrighted material on this site or in our dataset for purposes of your own that go beyond non-commercial research and academic purposes, you must obtain permission directly from the copyright owner. (adapted from the official DomainNet website)