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Home > Off-the-shelf Datasets > Computer Vision Datasets > 49,945 Images Human Costume & Apparel Accessory Segmentation Data

49,945 Images Human Costume & Apparel Accessory Segmentation Data

Human costume & apparel accessory segmentation
multiple scenes
multiple light conditions
multiple types of costume
multiple apparel accessories

49,945 Images Human Costume & Apparel Accessory Segmentation Data. The gender distribution includes female and male, the race distribution is Asian, Caucasian and black race, the age distribution is teenager, young and middle-aged. The data diversity includes multiple scenes, multiple light conditions, multiple types of costume (upper garment, lower garment, and shoes), and multiple apparel accessories (bag, glasses, accessories, etc.). In terms of annotation, semantic segmentation of 47 categories object (including background, costume and apparel accessory) was adopted. The dataset can be used for tasks such as human costume & apparel accessory segmentation and fashion recommendation.

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SpecificationsSpecifications
Data size
49,945 images
Population distribution
race distribution: 22,622 images of Asian, 19,343 images of Caucasian and 7,980 images of black race; gender distribution: 22,906 images of male, 27,039 images of female; age distribution: 7,566 images aged from 0 to 18, 38,950 images aged from 19 to 45, 3,429 images over 45 years old
Collecting environment
11,996 images in indoor scenes, 38,026 images in outdoor scenes
Data diversity
including multiple scenes, multiple light conditions, multiple types of costume (upper garment, lower garment, and shoes), and multiple apparel accessories (bag, glasses, accessories, etc.)
Data format
the image data format is .jpg and .png, the annotation file format is .json
Accuracy
the accuracy of labels of race, gender, age group and collecting environment is over 97%; segmentation annotation accuracy is over 97%
Sample Sample
  • 49,945 Images Human Costume & Apparel Accessory Segmentation Data
  • 49,945 Images Human Costume & Apparel Accessory Segmentation Data
  • 49,945 Images Human Costume & Apparel Accessory Segmentation Data
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