| --- |
| 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/)). |
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|
| 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)) |
