{"id":13443438,"url":"https://github.com/4DVLab/STCrowd","last_synced_at":"2025-03-20T16:31:15.878Z","repository":{"id":46172794,"uuid":"472619314","full_name":"4DVLab/STCrowd","owner":"4DVLab","description":null,"archived":false,"fork":false,"pushed_at":"2024-06-03T06:37:52.000Z","size":23,"stargazers_count":48,"open_issues_count":7,"forks_count":2,"subscribers_count":3,"default_branch":"main","last_synced_at":"2024-10-28T06:58:22.693Z","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/4DVLab.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":"2022-03-22T04:53:42.000Z","updated_at":"2024-10-23T03:06:24.000Z","dependencies_parsed_at":"2023-01-22T15:45:06.598Z","dependency_job_id":"76384cba-1757-4965-83dc-cc0282605655","html_url":"https://github.com/4DVLab/STCrowd","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/4DVLab%2FSTCrowd","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/4DVLab%2FSTCrowd/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/4DVLab%2FSTCrowd/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/4DVLab%2FSTCrowd/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/4DVLab","download_url":"https://codeload.github.com/4DVLab/STCrowd/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244649830,"owners_count":20487502,"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":"2024-07-31T03:02:00.716Z","updated_at":"2025-03-20T16:31:15.607Z","avatar_url":"https://github.com/4DVLab.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"\n# STCrowd\n\n This repository is for STCrowd dataset and official implement for **STCrowd: A Multimodal Dataset for Pedestrian Perception in Crowded Scenes**.\n\n## Dataset \nOur website can be download from the [Homepage](https://4dvlab.github.io/STCrowd/index.html).\n\nAlso the dataset can be directly download from [STCrowd DATA](https://drive.google.com/file/d/1cw8Ats2jYSkUK-g-5lumF2pY_NKSehKS/view?usp=sharing) .\n## Installation\n\n### Requirements\n- PyTorch\n- yaml\n- mmcv\n- mmdet\n- mmdet3d\n- mmpycocotools\n\n## Data Preparation\nThe original annotation result is saved in **SEQUENCE_NUM.json** for each continuous sequence, for more details, we include in **anno/sample.json**.\n\nPlease prepare the dataset as following folder struction:\n\n```\n./\n└── Path_To_STCrowd/\n    ├──split.json\n    ├──anno\n        ├── 1.json\n        ├── 2.json\n        └── ...\n    ├── left        \n        ├── 1\t\n        |   ├── XXX.jpg\n        |   ├── XXX.jpg\n        │   └── ...\n        ├── 2 \n        ├── ...\n    ├── right    \n        ├── 1\t\n        |   ├── XXX.jpg\n        |   ├── XXX.jpg\n        │   └── ...\n        ├── 2 \n        ├── ...\n    ├── pcd        \n        ├── 1\t\n        |   ├── XXX.bin\n        |   ├── XXX.bin\n        │   └── ...\n        ├── 2 \n            ├── XXX.bin\n            ├── XXX.bin\n            └── ...\n```\n## Dataset convert\nWe provide the convert code for data converting.\neg. convert for **STCrowd_infos_train.pkl**.\n```\npython STCrowd_conver.py --path  Path_To_STCrowd --split 'train'\n```\n\n##  License:\n\nAll datasets are published under the [Creative Commons Attribution-NonCommercial-ShareAlike](https://creativecommons.org/licenses/by-nc-sa/4.0/).\nThis means that you must attribute the work in the manner specified by the authors, you may not use this work for commercial purposes and if you alter, transform, or build upon this work, you may distribute the resulting work only under the same license. \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F4DVLab%2FSTCrowd","html_url":"https://awesome.ecosyste.ms/projects/github.com%2F4DVLab%2FSTCrowd","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F4DVLab%2FSTCrowd/lists"}