{"id":18612973,"url":"https://github.com/haofanwang/accurate-head-pose","last_synced_at":"2025-04-10T23:31:44.218Z","repository":{"id":49839363,"uuid":"168320210","full_name":"haofanwang/accurate-head-pose","owner":"haofanwang","description":"Pytorch code for Hybrid Coarse-fine Classification for Head Pose Estimation","archived":false,"fork":false,"pushed_at":"2020-09-22T22:49:30.000Z","size":748,"stargazers_count":96,"open_issues_count":0,"forks_count":22,"subscribers_count":4,"default_branch":"master","last_synced_at":"2023-03-05T11:44:07.001Z","etag":null,"topics":["head-pose-estimation","headpose","pytorch"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/haofanwang.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2019-01-30T09:59:07.000Z","updated_at":"2022-12-23T08:14:24.000Z","dependencies_parsed_at":"2022-09-11T20:02:18.844Z","dependency_job_id":null,"html_url":"https://github.com/haofanwang/accurate-head-pose","commit_stats":null,"previous_names":[],"tags_count":null,"template":null,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/haofanwang%2Faccurate-head-pose","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/haofanwang%2Faccurate-head-pose/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/haofanwang%2Faccurate-head-pose/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/haofanwang%2Faccurate-head-pose/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/haofanwang","download_url":"https://codeload.github.com/haofanwang/accurate-head-pose/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":223450305,"owners_count":17147077,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["head-pose-estimation","headpose","pytorch"],"created_at":"2024-11-07T03:19:18.967Z","updated_at":"2024-11-07T03:19:20.364Z","avatar_url":"https://github.com/haofanwang.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# accurate-head-pose\n\nWe release the code of the [Hybrid Coarse-fine Classification for Head Pose Estimation](https://arxiv.org/abs/1901.06778), built on top of the [deep-head-pose](https://github.com/natanielruiz/deep-head-pose).\n\n### Pretrained model\nWe provide pretrained model to reproduce the same result shown in the paper.  \n\n[AFLW2000](https://pan.baidu.com/s/1y9q0JmnA-QxaORyn5fhPKQ), password: drmz  \n\n[AFLW](https://pan.baidu.com/s/1rj2xLINrabaqiIzvSKlGEg), password: yym5  \n\n[BIWI](https://pan.baidu.com/s/1bZXMdGiycX4T4u0VVofQXQ), password: 8qpc  \n\nFor those who cannot have access to BaiduDisk, you can download pretrained models on [Google Drive](https://drive.google.com/drive/folders/1is55mbFHsAVbeStkIZf9LV4HdiSjJHd9?usp=sharing)\n\n### Testing\nTraining and testing lists can be found in /tools, you need download corresonding dataset and update the path.  \n[AFLW2000 dataset](https://pan.baidu.com/s/1GMyAC0I_x79zXmXIegpaQg), password: xr6e  \n\n```bash\npython test_hopenet.py --gpu 0 --data_dir directory-path-for-dataset --filename_list filename-list --snapshot model --dataset dataset-name \n```\n\n\n### TODO\nInstructions for scripts  \nBetter and better models  \nVideos and example demo  \n\n### Cite this work\n\nHaofan Wang, Zhenhua Chen and Yi Zhou \"Hybrid coarse-fine classification for head pose estimation.\" arXiv:1901.06778, 2019. ([Download](https://arxiv.org/abs/1901.06778))\n\nBiblatex entry:\n\n            @article{wang2019hybrid,\n              title={Hybrid coarse-fine classification for head pose estimation},\n              author={Wang, Haofan and Chen, Zhenghua and Zhou, Yi},\n              journal={arXiv preprint arXiv:1901.06778},\n              year={2019}\n            }\n            \n\n### Acknowledgement\nOur hybrid classification network is plug-and-play on top of the [deep-head-pose](https://github.com/natanielruiz/deep-head-pose), but it could be extended to other classification tasks easily. We thank Nataniel Ruiz for releasing deep-head-pose-Pytorch codebase. \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhaofanwang%2Faccurate-head-pose","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhaofanwang%2Faccurate-head-pose","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhaofanwang%2Faccurate-head-pose/lists"}