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{ |
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"@context": { |
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"@vocab": "https://schema.org/" |
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}, |
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"@type": "Dataset", |
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"name": "Face4FairShifts", |
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"description": "A large-scale facial image dataset with 42 attributes for fairness and robustness research across four visual domains (Photo, Art, Cartoon, Sketch).", |
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"url": "https://meviuslab.github.io/Face4FairShifts/", |
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"license": "Restricted to non-commercial research and educational purposes", |
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"distribution": [ |
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{ |
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"@type": "FileObject", |
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"name": "photo_attr.json", |
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"encodingFormat": "application/json", |
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"contentUrl": "https://huggingface.co/datasets/LYM619/Face4FairShifts/blob/main/Anno/p_attr.json", |
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"sha256": "a6d1bab9d2e0e2d4963928b11b25f8233c46077778c2030fecac15c19384ae89" |
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}, |
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{ |
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"@type": "FileObject", |
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"name": "art_attr.json", |
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"encodingFormat": "application/json", |
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"contentUrl": "https://huggingface.co/datasets/LYM619/Face4FairShifts/blob/main/Anno/a_attr.json", |
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"sha256": "6a600bda6e3f08a5f9b3d2016dce11d2579e2f5dce41fa2bf30016cd6daeb7c2" |
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}, |
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{ |
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"@type": "FileObject", |
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"name": "cartoon_attr.json", |
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"encodingFormat": "application/json", |
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"contentUrl": "https://huggingface.co/datasets/LYM619/Face4FairShifts/blob/main/Anno/c_attr.json", |
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"sha256": "76ca033cd90d0a162fb72f3ce2e53a152c1eaf98a018ead2a190b756386b464b" |
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}, |
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{ |
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"@type": "FileObject", |
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"name": "sketch_attr.json", |
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"encodingFormat": "application/json", |
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"contentUrl": "https://huggingface.co/datasets/LYM619/Face4FairShifts/blob/main/Anno/s_attr.json", |
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"sha256": "023d47d9b66fac7086faacb26b8f1d539990e1ef622d95a6f39765d8fddbcc11" |
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} |
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], |
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"schema": { |
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"fields": [ |
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{ |
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"name": "ID", |
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"description": "Image ID", |
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"type": "string" |
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}, |
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{ |
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"name": "gender", |
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"description": "1 = male, 2 = female", |
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"type": "integer" |
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}, |
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{ |
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"name": "Asian", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "Black", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "Others", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "teenager", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "middle", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "elderly", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "wrinkles", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "sideburns", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "moustache/goatee", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "beard", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "clear_glasses", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "sunglasses", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "glasses", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
|
"name": "open_eyes", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "eyebrows", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "open_mouth", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "show_teeth", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "smile_with_closed_lips", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "smile_with_open_lips", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "show_ears", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "earring", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "pointed_nose", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "round_nose", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "pointed_chin", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
|
"name": "round_chin", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
|
"name": "bald", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "sparse_hair", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "short_hair", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "long_hair", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "straight_hair", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "curly_hair", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "bangs", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
|
"name": "one_braid", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
|
"name": "\u22652_braids", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
|
"name": "braids", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
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"name": "hair_wear", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
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}, |
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{ |
|
"name": "hat", |
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"description": "1 = yes, 2 = no", |
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"type": "integer" |
|
}, |
|
{ |
|
"name": "Attractive", |
|
"description": "1 = attractive, 2 = average, 3 = unattractive", |
|
"type": "integer" |
|
} |
|
] |
|
} |
|
} |