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