{"id":21250919,"url":"https://github.com/natlee/openpose-detect-hands-with-heatmap","last_synced_at":"2026-05-17T21:08:49.662Z","repository":{"id":170868865,"uuid":"638788498","full_name":"NatLee/openpose-detect-hands-with-heatmap","owner":"NatLee","description":"This is a simply application for using OpenPose model for detecting hands and showing the visualization with a heatmap.","archived":false,"fork":false,"pushed_at":"2023-05-30T06:12:31.000Z","size":2283,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-15T05:24:55.491Z","etag":null,"topics":["deep-learning","hand-detection","hand-tracking","heatmap","opencv","openpose","visualization"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"afl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/NatLee.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2023-05-10T05:35:19.000Z","updated_at":"2024-06-20T13:35:39.000Z","dependencies_parsed_at":null,"dependency_job_id":"297a7ca8-d59b-461b-8c62-1c56a228f221","html_url":"https://github.com/NatLee/openpose-detect-hands-with-heatmap","commit_stats":null,"previous_names":["natlee/openpose-detect-hands-with-heatmap"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/NatLee/openpose-detect-hands-with-heatmap","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NatLee%2Fopenpose-detect-hands-with-heatmap","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NatLee%2Fopenpose-detect-hands-with-heatmap/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NatLee%2Fopenpose-detect-hands-with-heatmap/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NatLee%2Fopenpose-detect-hands-with-heatmap/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/NatLee","download_url":"https://codeload.github.com/NatLee/openpose-detect-hands-with-heatmap/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NatLee%2Fopenpose-detect-hands-with-heatmap/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33155542,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-17T09:28:26.183Z","status":"ssl_error","status_checked_at":"2026-05-17T09:27:52.702Z","response_time":107,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["deep-learning","hand-detection","hand-tracking","heatmap","opencv","openpose","visualization"],"created_at":"2024-11-21T03:39:36.466Z","updated_at":"2026-05-17T21:08:49.634Z","avatar_url":"https://github.com/NatLee.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cdiv align=\"center\" style=\"text-align: center\"\u003e\n\n# **OpenPose Detect Hands with Heatmap**\n\n\u003cp style=\"text-align: center\"\u003e\n  \u003cimg align=\"center\" src=\"./doc/original-frame.png\" alt=\"frame\" width=\"30%\" height=\"100%\"\u003e\n  \u003cimg align=\"center\" src=\"./doc/heatmap.png\" alt=\"heatmap\" width=\"30%\" height=\"100%\"\u003e\n  \u003cimg align=\"center\" src=\"./doc/heatmap-motion.gif\" alt=\"motion\" width=\"30%\" height=\"100%\"\u003e\n\u003c/p\u003e\n\n\u003c/div\u003e\n\n\u003e Source from [요룰레히 9_21- HEYYEYAAEYAAAEYAEYAA (What's Up)](https://www.youtube.com/watch?v=u6w9HYmQMgQ)\n\nThis is a simply application for using OpenPose model for detecting hands and showing the heatmap.\n\n## Model\n\nYou can get the pre-trained model from Hugging Face.\n\nDownload it into `./model`.\n\nhttps://huggingface.co/NatLee/openpose-keras-model\n\n```bash\ngit clone --depth=1 git@hf.co:NatLee/openpose-keras-model ./model/\n```\n\n```\nmodel\n└── weights.h5\n```\n\n## Usage\n\n\u003e Tested on x86/64 CPU, Intel 12th-i5 with 16 GB RAM.\n\n1. Prepare the model from [#Model](#model).\n\n2. Prepare your video in `./data` named `test.mp4`.\n    The directory will like below:\n\n    ```\n    .\n    ├── data\n    │   ├── README.md\n    │   └── test.mp4 \u003c--- Your video\n    ├── doc\n    │   ├── heatmap-motion.gif\n    │   ├── heatmap.png\n    │   └── original-frame.png\n    ├── docker-compose.yml\n    ├── Dockerfile\n    ├── LICENSE\n    ├── model\n    │   └── weights.h5 \u003c--- The model\n    ├── README.md\n    ├── requirements.txt\n    └── src\n        ├── convert-png-to-gif.py\n        ├── docker-entrypoint.sh\n        ├── main.py\n        ├── openpose\n        │   ├── __init__.py\n        │   ├── model.py\n        │   ├── OpenposeModel.py\n        │   ├── prediction.py\n        │   └── util.py\n        └── utils\n            ├── draw_heat.py\n            ├── FPS.py\n            ├── heatmapper\n            │   ├── assets\n            │   │   ├── 450pxdot.png\n            │   │   ├── default.png\n            │   │   └── reveal.png\n            │   ├── heatmapper.py\n            │   └── __init__.py\n            ├── __init__.py\n            └── ROIs.py\n\n    8 directories, 28 files\n    ```\n\n3. Just run docker command with the following:\n\n    ```bash\n    docker-compose build \u0026\u0026 docker-compose up\n    ```\n\n    The result will be generated in the folder `./tmp`.\n\n## Contributor\n\n\u003c!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section --\u003e\n\u003c!-- prettier-ignore-start --\u003e\n\u003c!-- markdownlint-disable --\u003e\n\u003ctable\u003e\n  \u003ctbody\u003e\n    \u003ctr\u003e\n      \u003ctd align=\"center\"\u003e\u003ca href=\"https://github.com/NatLee\"\u003e\u003cimg src=\"https://avatars.githubusercontent.com/u/10178964?v=3?s=100\" width=\"100px;\" alt=\"Nat Lee\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eNat Lee\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003c/td\u003e\n    \u003c/tr\u003e\n  \u003c/tbody\u003e\n\u003c/table\u003e\n\n\u003c!-- markdownlint-restore --\u003e\n\u003c!-- prettier-ignore-end --\u003e\n\n\u003c!-- ALL-CONTRIBUTORS-LIST:END --\u003e\n\n## Reference\n\n- Heatmap package is from [HeatMappy](https://github.com/LumenResearch/heatmappy/tree/master/heatmappy).\n- The version of keras with Open Pose model is from [Open-Pose-Keras](https://github.com/cchamber/Open-Pose-Keras).\n\n## LICENSE\n\n[AFLv3](LICENSE)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnatlee%2Fopenpose-detect-hands-with-heatmap","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnatlee%2Fopenpose-detect-hands-with-heatmap","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnatlee%2Fopenpose-detect-hands-with-heatmap/lists"}