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---
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)) |