---
dataset_info:
  features:
  - name: image
    dtype: image
  - name: domain
    dtype: string
  - name: category
    dtype: string
  - name: 'y'
    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: image_path
    dtype: string
  splits:
  - name: train
    num_bytes: 1104174711.3600001
    num_examples: 409832
  - name: test
    num_bytes: 474182438.589
    num_examples: 176743
  download_size: 18524149098
  dataset_size: 1578357149.9490001
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: test
    path: data/test-*
task_categories:
- image-classification
- zero-shot-image-classification
task_ids:
  - multi-class-image-classification
  - multi-class-classification
language:
- en
pretty_name: DomainNet
license: other
size_categories:
- 100K<n<1M
---

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))