{"id":18340898,"url":"https://github.com/tinyvision/solider-personsearch","last_synced_at":"2025-04-13T10:04:46.741Z","repository":{"id":150677187,"uuid":"619556340","full_name":"tinyvision/SOLIDER-PersonSearch","owner":"tinyvision","description":null,"archived":false,"fork":false,"pushed_at":"2023-04-03T07:45:34.000Z","size":2964,"stargazers_count":13,"open_issues_count":3,"forks_count":7,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-27T01:23:45.806Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/tinyvision.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-03-27T11:28:09.000Z","updated_at":"2024-11-01T04:47:37.000Z","dependencies_parsed_at":null,"dependency_job_id":"ecfc10c5-7fbb-471a-b975-e292d124f4dc","html_url":"https://github.com/tinyvision/SOLIDER-PersonSearch","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tinyvision%2FSOLIDER-PersonSearch","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tinyvision%2FSOLIDER-PersonSearch/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tinyvision%2FSOLIDER-PersonSearch/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tinyvision%2FSOLIDER-PersonSearch/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tinyvision","download_url":"https://codeload.github.com/tinyvision/SOLIDER-PersonSearch/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248695437,"owners_count":21146954,"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":[],"created_at":"2024-11-05T20:24:36.296Z","updated_at":"2025-04-13T10:04:46.719Z","avatar_url":"https://github.com/tinyvision.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# SOLIDER on [Person Search]\n\n[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/beyond-appearance-a-semantic-controllable/person-search-on-cuhk-sysu)](https://paperswithcode.com/sota/person-search-on-cuhk-sysu?p=beyond-appearance-a-semantic-controllable)\n[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/beyond-appearance-a-semantic-controllable/person-search-on-prw)](https://paperswithcode.com/sota/person-search-on-prw?p=beyond-appearance-a-semantic-controllable)\n\nThis repo provides details about how to use [SOLIDER](https://github.com/tinyvision/SOLIDER) pretrained representation on person search task.\nWe modify the code from [SeqNet](https://github.com/serend1p1ty/SeqNet), and you can refer to the original repo for more details.\n\n## Installation and Datasets\n\nDetails of installation and dataset preparation can be found in [SeqNet](https://github.com/serend1p1ty/SeqNet).\n\n## Prepare Pre-trained Models \nYou can download models from [SOLIDER](https://github.com/tinyvision/SOLIDER), or use [SOLIDER](https://github.com/tinyvision/SOLIDER) to train your own models.\nBefore training, you should convert the models first.\n\n```bash\npython convert_model.py path/to/SOLIDER/log/lup/swin_tiny/checkpoint.pth path/to/SOLIDER/log/lup/swin_tiny/checkpoint_tea.pth\n```\n\n## Training\n\nWe utilize 1 GPU for training. Please modify the `ckpt` and `OUTPUT_DIR` in the bash file.\n\n```bash\nsh run.sh\n```\n\n## Performance\n\n| Method | Model | CUHK-SYSU\u003cbr\u003e(mAP/R1) | PRW\u003cbr\u003e(mAP/R1) |\n| ------ | :---: | :---: | :---: |\n| SOLIDER | Swin Tiny | 94.91/95.72 | 56.84/86.78 |\n| SOLIDER | Swin Small | 95.46/95.79 | 59.84/86.73 |\n| SOLIDER | Swin Base | 94.93/95.52 | 59.72/86.83 |\n\n- We use the pretrained models from [SOLIDER](https://github.com/tinyvision/SOLIDER).\n- The semantic weight is set to 0.6 in these experiments.\n\n## Citation\n\nIf you find this code useful for your research, please cite our paper\n\n```\n@inproceedings{chen2023beyond,\n  title={Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks},\n  author={Weihua Chen and Xianzhe Xu and Jian Jia and Hao Luo and Yaohua Wang and Fan Wang and Rong Jin and Xiuyu Sun},\n  booktitle={The IEEE/CVF Conference on Computer Vision and Pattern Recognition},\n  year={2023},\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftinyvision%2Fsolider-personsearch","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftinyvision%2Fsolider-personsearch","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftinyvision%2Fsolider-personsearch/lists"}