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+
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- 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 |
Statistics
-
- Distribution by gender
-
- Distribution by ethnicity
Technical
Characteristics
| Characteristic | Data |
| Image extension | jpg |
| Annotation extension | json |
Industries
E-commerce and Retail
-
AI-Powered Sizing Recommendations:
Improve fit accuracy by training models to suggest clothing sizes based on body measurements.
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Virtual Try-On & Fit Prediction:
Enable customers to visualize how garments fit different body types using augmented reality (AR) and neural networks.
Medicine and Healthcare
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Body Composition Tracking:
Enable fitness apps to analyze changes in body shape over time using comparative measurement data.
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