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Body Measurements Image Dataset

Datasets of body measurements (images + text files) for training AI models and enhancing personalized recommendations in e-commerce.

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  • Images
    13,000+
  • People
    1,000
  • Segmentation
  • Computer Vision
  • Machine Learning
  • Object Detection
  • Pose Estimation
  • Images
    13,000+
  • People
    1,000

Dataset Info

Characteristic Data
Description Image of people for body segmentation
Data types Image
Tasks Human Segmentation, Pose Estimation, Computer Vision
Number of people 1,000
Number of files in a set 13 images (side, front, pelvis circumference, chest circumference, hips circumference, front build, calf circumference, upper arm, under chest, arm length, thigh circumference, arm circumference, waist circumference)
Total number of files 13,000
Labeling Metadata (ID, height, weight, age, gender, race, profession) and annotation (arm circumference(cm), arm length(cm), calf circumference(cm), chest circumference(cm), front build(cm), hips circumference(cm), pelvis circumference(cm), thigh circumference(cm), under chest circumference(cm), upper arm length(cm), waist circumference(cm))
Gender Male, Female
Ethnicity Caucasian, Indian, African, Latino Hispanic, Maghreb
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Statistics

Distribution by gender
Distribution by ethnicity

Technical
Characteristics

Characteristic Data
Image extension jpg
Annotation extension json
Source and collection methodology: Data was collected via crowdsourcing platforms.

Industries

E-commerce and Retail

  • AI-Powered Sizing Recommendations:

    Improve fit accuracy by training models to suggest clothing sizes based on body measurements.

  • Virtual Try-On & Fit Prediction:

    Enable customers to visualize how garments fit different body types using augmented reality (AR) and neural networks.

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Medicine and Healthcare

  • Body Composition Tracking:

     Enable fitness apps to analyze changes in body shape over time using comparative measurement data.

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What our clients are saying

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4 3 Reviews

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Paul 2025-02-21

Very Positive Experience!

The team was very responsive when requesting a specific dataset, and was able to work with us on what data we specifically needed and custom pricing for our use case. Overall a great experience, and would recommend them to others!

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Thorsten 2025-01-09

Very good experience

We got in touch with UniData to buy several datasets from them. Communication was very cooperative, quick, and friendly. We were able to find contract conditions that suited both parties well. I also appreciate the team's dedication to understand and address the needs of the customer. And the datasets we bought from UniData matched with our expectations.

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Max Crous 2024-10-08

Data purchase

Our team got in touch with UniData for purchasing video data. The team at UniData was transparent, timely, and pleasant to communicate and negotiate with. Their samples and descriptions aligned well with the data we received. We will certainly reach out to UniData again if we're in search of 3rd party video data.

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Abhijeet Zilpelwar 2025-02-26

Data is well organized and easy to…

Data is well organized and easy to consume. We could download and use it for training within few hours of receiving the data links.

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