Shypd.aiThe largest open index of AI toolsdeep-head-pose is an Open Source & Models tool that provides deep learning head pose estimation using PyTorch. It utilizes the Hopenet network, trained on the 300W-LP dataset, for accurate head pose estimation with good qualitative performance.
Trending
Also listed in
About
deep-head-pose is an open-source project offering a robust solution for deep learning head pose estimation. Built with PyTorch, it leverages the Hopenet network, which has been rigorously trained on the 300W-LP dataset. This tool is designed for ease of use and has demonstrated strong qualitative performance on real-world data. It supports testing on video using either dlib for face detections or custom bounding box annotations, with recommendations for smoother results using Dockerface format. Pre-trained models are available, including versions optimized for robustness to image quality and blur, making it suitable for video applications. The project also provides references to implementations on other platforms like Gluon MXNet and TensorFlow with Keras, alongside a lightweight version called Deep Head Pose Light.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
