| 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](https://wilds.stanford.edu/) ([Download](https://wilds.stanford.edu/downloads), [paper](https://arxiv.org/abs/1812.01754), [project](https://ai.bu.edu/M3SDA/)). | |
| 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](https://www.law.cornell.edu/uscode/text/17/107). 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](https://ai.bu.edu/M3SDA/#refs)) |