Shypd.aiThe largest open index of AI toolsimg2pose is an Open Source & Models tool that provides real-time, six degrees of freedom (6DoF), 3D face pose estimation without prior face detection or landmark localization. It offers face alignment and detection capabilities.
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img2pose is an open-source PyTorch implementation for real-time, six degrees of freedom (6DoF), 3D face pose estimation. This tool uniquely performs face alignment and detection without requiring preliminary face detection or facial landmark localization, simplifying the process. It leverages a Faster R-CNN-based model to regress 6DoF pose for all faces in a photo, even tiny ones. The system allows for visualization of detections, customization of projected bounding boxes, and cropping/aligning faces for further processing. Accepted at CVPR 2021, img2pose outperforms state-of-the-art face pose estimators and even surpasses comparable models on the WIDER FACE detection benchmark, despite not being optimized for bounding box labels.
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