Shypd.aiThe largest open index of AI toolsHead-pose-estimation is an open-source tool that provides real-time human head pose estimation. It utilizes ONNX Runtime and OpenCV for face detection, facial landmark detection, and pose calculation.
Trending
About
Head-pose-estimation is an open-source project designed for real-time human head pose estimation. It leverages ONNX Runtime and OpenCV to perform its core functions. The process involves three main steps: first, a face detector identifies a human face within an image or video frame; second, a pre-trained deep learning model detects 68 facial landmarks; and finally, a PnP algorithm calculates the head pose based on these landmarks. This tool is ideal for developers and researchers working on applications requiring precise head movement and orientation analysis. It provides clear instructions for getting started, including prerequisites, installation steps, and how to run the application with video files or webcams. The project also offers guidance on retraining the model for custom needs.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
