{"id":22969708,"url":"https://github.com/thohemp/6drepnet360","last_synced_at":"2025-09-11T20:33:00.736Z","repository":{"id":194953859,"uuid":"691548737","full_name":"thohemp/6DRepNet360","owner":"thohemp","description":"Official Pytorch implementation of \"Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation\" IEEE TIP 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\u003cdiv align=\"center\"\u003e **6DRepNet360** \u003c/div\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://github.com/thohemp/archive/blob/main/6drepnet360.gif\" alt=\"animated\" /\u003e\n\u003c/p\u003e\n\n## Overview\n\nThis is a PyTorch implementation of 6DRepNet360 specified in \n[\"Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation\"](https://ieeexplore.ieee.org/document/10477888) \n,  IEEE Transactions on Image Processing 2024\n\n## Models\n|Model| Description|Download|\n|---|---|---|\n|6DRepNet360 Full Rotation | Fine-tuned on 300W-LP + Panoptic|  [Download](https://cloud.ovgu.de/s/TewGC9TDLGgKkmS/download/6DRepNet360_Full-Rotation_300W_LP+Panoptic.pth)\n|6DRepNet360 | Fine-tuned on 300W-LP | [Download](https://cloud.ovgu.de/s/wWCitDxp9t79xkP/download/6DRepNet360_300W_LP.pth)\n\n\n## Usage\n\nComing soon!\n\n## **Citing**\n\nIf you find our work useful, please cite the paper:\n\n```BibTeX\n@ARTICLE{10477888,\n  author={Hempel, Thorsten and Abdelrahman, Ahmed A. and Al-Hamadi, Ayoub},\n  journal={IEEE Transactions on Image Processing}, \n  title={Toward Robust and Unconstrained Full Range of Rotation Head Pose Estimation}, \n  year={2024},\n  volume={33},\n  number={},\n  pages={2377-2387},\n  doi={10.1109/TIP.2024.3378180}}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthohemp%2F6drepnet360","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fthohemp%2F6drepnet360","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthohemp%2F6drepnet360/lists"}