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yinguobing/head-pose-estimation

Real-time head pose estimation system using deep learning models to detect facial landmarks and calculate head orientation from images.

1.4k stars Python Computer Vision
head-pose-estimation
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This project estimates human head pose in real-time by combining face detection, 68-point facial landmark detection via deep learning models, and PnP algorithm computation. It uses ONNX Runtime for efficient model inference and OpenCV for image processing. Pre-trained models for face detection and landmark detection are provided, and users can run inference on video files or webcam feeds.

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