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depth-estimation-in-dynamic-scenes

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liliansteven / 3D-Foot-Distance-Estimation-Using-DepthPro-and-MediaPipe-for-Real-Time-Video-Analysis

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This reposatory contains project for real-time foot distance estimation system using DepthPro for depth estimation and MediaPipe Pose for pose detection. Implemented and compared four 3D coordinate extraction methods, optimizing accuracy without requiring camera calibration.

computer-vision pytorch video-processing opencv-python 3d-reconstruction depth-estimation huggingface pose-detection pinhole-camera mediapipe-pose focal-length-estimation 3d-reconstruction-algorithm depth-estimation-in-dynamic-scenes depthpro
  • Updated Mar 9, 2025
  • Jupyter Notebook

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