HongyiPeng/DomainNet_FL_by_domain

---
dataset_info:
- config_name: clipart
features:
- name: image
dtype: image
- name: label
dtype:
class_label:
names:
'0': barn
'1': baseball_bat
'2': basket
'3': beach
'4': bear
'5': beard
'6': bee
'7': bird
'8': blueberry
'9': bowtie
'10': bracelet
'11': brain
'12': bread
'13': broccoli
'14': bus
'15': butterfly
'16': circle
'17': cloud
'18': cruise_ship
'19': dolphin
'20': dumbbell
'21': elephant
'22': eye
'23': eyeglasses
'24': feather
'25': fish
'26': flower
'27': foot
'28': frog
'29': giraffe
'30': goatee
'31': golf_club
'32': grapes
'33': grass
'34': guitar
'35': hamburger
'36': hand
'37': hat
'38': headphones
'39': helicopter
'40': hexagon
'41': hockey_stick
'42': horse
'43': hourglass
'44': house
'45': ice_cream
'46': jacket
'47': ladder
'48': leg
'49': lipstick
'50': megaphone
'51': monkey
'52': moon
'53': mushroom
'54': necklace
'55': owl
'56': panda
'57': pear
'58': peas
'59': penguin
'60': pig
'61': pillow
'62': pineapple
'63': pizza
'64': pool
'65': popsicle
'66': rabbit
'67': rhinoceros
'68': rifle
'69': river
'70': sailboat
'71': sandwich
'72': sea_turtle
'73': shark
'74': shoe
'75': skyscraper
'76': snorkel
'77': snowman
'78': soccer_ball
'79': speedboat
'80': spider
'81': spoon
'82': square
'83': squirrel
'84': stethoscope
'85': strawberry
'86': streetlight
'87': submarine
'88': suitcase
'89': sun
'90': sweater
'91': sword
'92': table
'93': teapot
'94': teddy-bear
'95': telephone
'96': tent
'97': The_Eiffel_Tower
'98': The_Great_Wall_of_China
'99': The_Mona_Lisa
'100': tiger
'101': toaster
'102': tooth
'103': tornado
'104': tractor
'105': train
'106': tree
'107': triangle
'108': trombone
'109': truck
'110': trumpet
'111': umbrella
'112': vase
'113': violin
'114': watermelon
'115': whale
'116': windmill
'117': wine_glass
'118': yoga
'119': zebra
'120': 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: 138759739
num_examples: 4900
- name: validation
num_bytes: 15433481
num_examples: 545
- name: test
num_bytes: 17413075
num_examples: 605
download_size: 164653928
dataset_size: 171606295
- config_name: infograph
features:
- name: image
dtype: image
- name: label
dtype:
class_label:
names:
'0': barn
'1': baseball_bat
'2': basket
'3': beach
'4': bear
'5': beard
'6': bee
'7': bird
'8': blueberry
'9': bowtie
'10': bracelet
'11': brain
'12': bread
'13': broccoli
'14': bus
'15': butterfly
'16': circle
'17': cloud
'18': cruise_ship
'19': dolphin
'20': dumbbell
'21': elephant
'22': eye
'23': eyeglasses
'24': feather
'25': fish
'26': flower
'27': foot
'28': frog
'29': giraffe
'30': goatee
'31': golf_club
'32': grapes
'33': grass
'34': guitar
'35': hamburger
'36': hand
'37': hat
'38': headphones
'39': helicopter
'40': hexagon
'41': hockey_stick
'42': horse
'43': hourglass
'44': house
'45': ice_cream
'46': jacket
'47': ladder
'48': leg
'49': lipstick
'50': megaphone
'51': monkey
'52': moon
'53': mushroom
'54': necklace
'55': owl
'56': panda
'57': pear
'58': peas
'59': penguin
'60': pig
'61': pillow
'62': pineapple
'63': pizza
'64': pool
'65': popsicle
'66': rabbit
'67': rhinoceros
'68': rifle
'69': river
'70': sailboat
'71': sandwich
'72': sea_turtle
'73': shark
'74': shoe
'75': skyscraper
'76': snorkel
'77': snowman
'78': soccer_ball
'79': speedboat
'80': spider
'81': spoon
'82': square
'83': squirrel
'84': stethoscope
'85': strawberry
'86': streetlight
'87': submarine
'88': suitcase
'89': sun
'90': sweater
'91': sword
'92': table
'93': teapot
'94': teddy-bear
'95': telephone
'96': tent
'97': The_Eiffel_Tower
'98': The_Great_Wall_of_China
'99': The_Mona_Lisa
'100': tiger
'101': toaster
'102': tooth
'103': tornado
'104': tractor
'105': train
'106': tree
'107': triangle
'108': trombone
'109': truck
'110': trumpet
'111': umbrella
'112': vase
'113': violin
'114': watermelon
'115': whale
'116': windmill
'117': wine_glass
'118': yoga
'119': zebra
'120': 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: 402846004
num_examples: 4900
- name: validation
num_bytes: 44806341
num_examples: 545
- name: test
num_bytes: 47484743
num_examples: 605
download_size: 489829602
dataset_size: 495137088
- config_name: painting
features:
- name: image
dtype: image
- name: label
dtype:
class_label:
names:
'0': barn
'1': baseball_bat
'2': basket
'3': beach
'4': bear
'5': beard
'6': bee
'7': bird
'8': blueberry
'9': bowtie
'10': bracelet
'11': brain
'12': bread
'13': broccoli
'14': bus
'15': butterfly
'16': circle
'17': cloud
'18': cruise_ship
'19': dolphin
'20': dumbbell
'21': elephant
'22': eye
'23': eyeglasses
'24': feather
'25': fish
'26': flower
'27': foot
'28': frog
'29': giraffe
'30': goatee
'31': golf_club
'32': grapes
'33': grass
'34': guitar
'35': hamburger
'36': hand
'37': hat
'38': headphones
'39': helicopter
'40': hexagon
'41': hockey_stick
'42': horse
'43': hourglass
'44': house
'45': ice_cream
'46': jacket
'47': ladder
'48': leg
'49': lipstick
'50': megaphone
'51': monkey
'52': moon
'53': mushroom
'54': necklace
'55': owl
'56': panda
'57': pear
'58': peas
'59': penguin
'60': pig
'61': pillow
'62': pineapple
'63': pizza
'64': pool
'65': popsicle
'66': rabbit
'67': rhinoceros
'68': rifle
'69': river
'70': sailboat
'71': sandwich
'72': sea_turtle
'73': shark
'74': shoe
'75': skyscraper
'76': snorkel
'77': snowman
'78': soccer_ball
'79': speedboat
'80': spider
'81': spoon
'82': square
'83': squirrel
'84': stethoscope
'85': strawberry
'86': streetlight
'87': submarine
'88': suitcase
'89': sun
'90': sweater
'91': sword
'92': table
'93': teapot
'94': teddy-bear
'95': telephone
'96': tent
'97': The_Eiffel_Tower
'98': The_Great_Wall_of_China
'99': The_Mona_Lisa
'100': tiger
'101': toaster
'102': tooth
'103': tornado
'104': tractor
'105': train
'106': tree
'107': triangle
'108': trombone
'109': truck
'110': trumpet
'111': umbrella
'112': vase
'113': violin
'114': watermelon
'115': whale
'116': windmill
'117': wine_glass
'118': yoga
'119': zebra
'120': 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: 241037702
num_examples: 4900
- name: validation
num_bytes: 26809295
num_examples: 545
- name: test
num_bytes: 29384233
num_examples: 605
download_size: 296417713
dataset_size: 297231230
- config_name: quickdraw
features:
- name: image
dtype: image
- name: label
dtype:
class_label:
names:
'0': barn
'1': baseball_bat
'2': basket
'3': beach
'4': bear
'5': beard
'6': bee
'7': bird
'8': blueberry
'9': bowtie
'10': bracelet
'11': brain
'12': bread
'13': broccoli
'14': bus
'15': butterfly
'16': circle
'17': cloud
'18': cruise_ship
'19': dolphin
'20': dumbbell
'21': elephant
'22': eye
'23': eyeglasses
'24': feather
'25': fish
'26': flower
'27': foot
'28': frog
'29': giraffe
'30': goatee
'31': golf_club
'32': grapes
'33': grass
'34': guitar
'35': hamburger
'36': hand
'37': hat
'38': headphones
'39': helicopter
'40': hexagon
'41': hockey_stick
'42': horse
'43': hourglass
'44': house
'45': ice_cream
'46': jacket
'47': ladder
'48': leg
'49': lipstick
'50': megaphone
'51': monkey
'52': moon
'53': mushroom
'54': necklace
'55': owl
'56': panda
'57': pear
'58': peas
'59': penguin
'60': pig
'61': pillow
'62': pineapple
'63': pizza
'64': pool
'65': popsicle
'66': rabbit
'67': rhinoceros
'68': rifle
'69': river
'70': sailboat
'71': sandwich
'72': sea_turtle
'73': shark
'74': shoe
'75': skyscraper
'76': snorkel
'77': snowman
'78': soccer_ball
'79': speedboat
'80': spider
'81': spoon
'82': square
'83': squirrel
'84': stethoscope
'85': strawberry
'86': streetlight
'87': submarine
'88': suitcase
'89': sun
'90': sweater
'91': sword
'92': table
'93': teapot
'94': teddy-bear
'95': telephone
'96': tent
'97': The_Eiffel_Tower
'98': The_Great_Wall_of_China
'99': The_Mona_Lisa
'100': tiger
'101': toaster
'102': tooth
'103': tornado
'104': tractor
'105': train
'106': tree
'107': triangle
'108': trombone
'109': truck
'110': trumpet
'111': umbrella
'112': vase
'113': violin
'114': watermelon
'115': whale
'116': windmill
'117': wine_glass
'118': yoga
'119': zebra
'120': 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: 13324118
num_examples: 4900
- name: validation
num_bytes: 1481968
num_examples: 545
- name: test
num_bytes: 1656826
num_examples: 605
download_size: 15992162
dataset_size: 16462912
- config_name: real
features:
- name: image
dtype: image
- name: label
dtype:
class_label:
names:
'0': barn
'1': baseball_bat
'2': basket
'3': beach
'4': bear
'5': beard
'6': bee
'7': bird
'8': blueberry
'9': bowtie
'10': bracelet
'11': brain
'12': bread
'13': broccoli
'14': bus
'15': butterfly
'16': circle
'17': cloud
'18': cruise_ship
'19': dolphin
'20': dumbbell
'21': elephant
'22': eye
'23': eyeglasses
'24': feather
'25': fish
'26': flower
'27': foot
'28': frog
'29': giraffe
'30': goatee
'31': golf_club
'32': grapes
'33': grass
'34': guitar
'35': hamburger
'36': hand
'37': hat
'38': headphones
'39': helicopter
'40': hexagon
'41': hockey_stick
'42': horse
'43': hourglass
'44': house
'45': ice_cream
'46': jacket
'47': ladder
'48': leg
'49': lipstick
'50': megaphone
'51': monkey
'52': moon
'53': mushroom
'54': necklace
'55': owl
'56': panda
'57': pear
'58': peas
'59': penguin
'60': pig
'61': pillow
'62': pineapple
'63': pizza
'64': pool
'65': popsicle
'66': rabbit
'67': rhinoceros
'68': rifle
'69': river
'70': sailboat
'71': sandwich
'72': sea_turtle
'73': shark
'74': shoe
'75': skyscraper
'76': snorkel
'77': snowman
'78': soccer_ball
'79': speedboat
'80': spider
'81': spoon
'82': square
'83': squirrel
'84': stethoscope
'85': strawberry
'86': streetlight
'87': submarine
'88': suitcase
'89': sun
'90': sweater
'91': sword
'92': table
'93': teapot
'94': teddy-bear
'95': telephone
'96': tent
'97': The_Eiffel_Tower
'98': The_Great_Wall_of_China
'99': The_Mona_Lisa
'100': tiger
'101': toaster
'102': tooth
'103': tornado
'104': tractor
'105': train
'106': tree
'107': triangle
'108': trombone
'109': truck
'110': trumpet
'111': umbrella
'112': vase
'113': violin
'114': watermelon
'115': whale
'116': windmill
'117': wine_glass
'118': yoga
'119': zebra
'120': 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: 172659308
num_examples: 4900
- name: validation
num_bytes: 19203943
num_examples: 545
- name: test
num_bytes: 21683512
num_examples: 605
download_size: 211325740
dataset_size: 213546763
- config_name: sketch
features:
- name: image
dtype: image
- name: label
dtype:
class_label:
names:
'0': barn
'1': baseball_bat
'2': basket
'3': beach
'4': bear
'5': beard
'6': bee
'7': bird
'8': blueberry
'9': bowtie
'10': bracelet
'11': brain
'12': bread
'13': broccoli
'14': bus
'15': butterfly
'16': circle
'17': cloud
'18': cruise_ship
'19': dolphin
'20': dumbbell
'21': elephant
'22': eye
'23': eyeglasses
'24': feather
'25': fish
'26': flower
'27': foot
'28': frog
'29': giraffe
'30': goatee
'31': golf_club
'32': grapes
'33': grass
'34': guitar
'35': hamburger
'36': hand
'37': hat
'38': headphones
'39': helicopter
'40': hexagon
'41': hockey_stick
'42': horse
'43': hourglass
'44': house
'45': ice_cream
'46': jacket
'47': ladder
'48': leg
'49': lipstick
'50': megaphone
'51': monkey
'52': moon
'53': mushroom
'54': necklace
'55': owl
'56': panda
'57': pear
'58': peas
'59': penguin
'60': pig
'61': pillow
'62': pineapple
'63': pizza
'64': pool
'65': popsicle
'66': rabbit
'67': rhinoceros
'68': rifle
'69': river
'70': sailboat
'71': sandwich
'72': sea_turtle
'73': shark
'74': shoe
'75': skyscraper
'76': snorkel
'77': snowman
'78': soccer_ball
'79': speedboat
'80': spider
'81': spoon
'82': square
'83': squirrel
'84': stethoscope
'85': strawberry
'86': streetlight
'87': submarine
'88': suitcase
'89': sun
'90': sweater
'91': sword
'92': table
'93': teapot
'94': teddy-bear
'95': telephone
'96': tent
'97': The_Eiffel_Tower
'98': The_Great_Wall_of_China
'99': The_Mona_Lisa
'100': tiger
'101': toaster
'102': tooth
'103': tornado
'104': tractor
'105': train
'106': tree
'107': triangle
'108': trombone
'109': truck
'110': trumpet
'111': umbrella
'112': vase
'113': violin
'114': watermelon
'115': whale
'116': windmill
'117': wine_glass
'118': yoga
'119': zebra
'120': 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: 192239818
num_examples: 4900
- name: validation
num_bytes: 21381775
num_examples: 545
- name: test
num_bytes: 24061996
num_examples: 605
download_size: 232646352
dataset_size: 237683589
configs:
- config_name: clipart
data_files:
- split: train
path: clipart/train-*
- split: validation
path: clipart/validation-*
- split: test
path: clipart/test-*
- config_name: infograph
data_files:
- split: train
path: infograph/train-*
- split: validation
path: infograph/validation-*
- split: test
path: infograph/test-*
- config_name: painting
data_files:
- split: train
path: painting/train-*
- split: validation
path: painting/validation-*
- split: test
path: painting/test-*
- config_name: quickdraw
data_files:
- split: train
path: quickdraw/train-*
- split: validation
path: quickdraw/validation-*
- split: test
path: quickdraw/test-*
- config_name: real
data_files:
- split: train
path: real/train-*
- split: validation
path: real/validation-*
- split: test
path: real/test-*
- config_name: sketch
data_files:
- split: train
path: sketch/train-*
- split: validation
path: sketch/validation-*
- split: test
path: sketch/test-*
---
# DomainNet FL By Domain

This dataset was derived from TNILab/DomainNet_FL.
Each config contains a single domain with canonical train/validation/test splits.
The validation split is derived from the domain-filtered train split.