PharynxAI/body_measurement

Body Measurement & Segmentation using YOLO + Mediapipe

This project detects a person from an image, segments the body, extracts pose keypoints using Mediapipe, and generates measurements such as height, shoulder width, and hip width. The script outputs segmented images with edge detection and overlay results inside an output folder.

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Features

• Person segmentation using YOLO
• Pose keypoints detection using Mediapipe
• Calculates body measurements (height_px, shoulder, hip)
• Saves output images automatically:
  • segmented.png
  • edges.png
  • overlay.png
• No command line args needed (image path inside script)

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Project Requirements

Python Version Required: 3.10+

Install project dependencies:

uv pip install ultralytics mediapipe==0.10.11 opencv-python numpy