| --- |
| 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. |
| |
