{"id":24520586,"url":"https://github.com/fanton-dev/traffic-brain","last_synced_at":"2025-06-23T14:38:31.098Z","repository":{"id":37201236,"uuid":"209881801","full_name":"fanton-dev/traffic-brain","owner":"fanton-dev","description":"Traffic Brain is an open-source traffic light embedded system taking use of a machine learning classification model for decision making automation.","archived":false,"fork":false,"pushed_at":"2023-01-07T10:43:59.000Z","size":101783,"stargazers_count":4,"open_issues_count":46,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-06-01T06:18:16.903Z","etag":null,"topics":["embedded","python","raspberry-pi","spring-boot","traffic-brain","traffic-light","yolov2"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/fanton-dev.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}},"created_at":"2019-09-20T21:11:25.000Z","updated_at":"2021-11-28T19:51:23.000Z","dependencies_parsed_at":"2023-02-06T23:01:42.892Z","dependency_job_id":null,"html_url":"https://github.com/fanton-dev/traffic-brain","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/fanton-dev/traffic-brain","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fanton-dev%2Ftraffic-brain","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fanton-dev%2Ftraffic-brain/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fanton-dev%2Ftraffic-brain/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fanton-dev%2Ftraffic-brain/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/fanton-dev","download_url":"https://codeload.github.com/fanton-dev/traffic-brain/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fanton-dev%2Ftraffic-brain/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261496008,"owners_count":23167414,"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":["embedded","python","raspberry-pi","spring-boot","traffic-brain","traffic-light","yolov2"],"created_at":"2025-01-22T02:37:44.403Z","updated_at":"2025-06-23T14:38:26.078Z","avatar_url":"https://github.com/fanton-dev.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Traffic Brain\n\u003e Traffic Brain is an open-source traffic light control system. Using a classifier, information about the current road situation is collected and automated light switch decision is made based on it.\n\n\u003cp align=\"center\"\u003e\n\u003cimg src=\"docs/img/Export/Banner_(3840x2160).png\" alt=\"Project Banner\"\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n\u003ca href=\"https://github.com/braind3d/traffic-brain/actions?query=workflow%3A%22Classification+CI%22\"\u003e\n\u003cimg src=\"https://img.shields.io/github/workflow/status/braind3d/traffic-brain/Classification CI?label=classification+ci\u0026style=flat-square\" alt=\"Classification CI\"\u003e\n\u003c/a\u003e\n\n\u003ca href=\"https://github.com/braind3d/traffic-brain/actions?query=workflow%3A%22Server+CI%22\"\u003e\n\u003cimg src=\"https://img.shields.io/github/workflow/status/braind3d/traffic-brain/Server CI?label=server+ci\u0026style=flat-square\" alt=\"Server CI status\"\u003e\n\u003c/a\u003e\n\n\u003ca href=\"https://github.com/braind3d/traffic-brain/actions?query=workflow%3A%22Embedded+CI%22\"\u003e\n\u003cimg src=\"https://img.shields.io/github/workflow/status/braind3d/traffic-brain/Embedded CI?label=embedded+ci\u0026style=flat-square\" alt=\"Embedded CI status\"\u003e\n\u003c/a\u003e\n\n\u003ca href=\"https://github.com/braind3d/traffic-brain/actions?query=workflow%3A%22Client+CI%22\"\u003e\n\u003cimg src=\"https://img.shields.io/github/workflow/status/braind3d/traffic-brain/Client CI?label=client+ci\u0026style=flat-square\" alt=\"Client CI status\"\u003e\n\u003c/a\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n\u003ca href=\"https://github.com/braind3d/traffic-brain\"\u003e\n\u003cimg src=\"http://hits.dwyl.com/braind3d/traffic-brain.svg\" alt=\"Hit count badge\"\u003e\n\u003c/a\u003e\n\n\u003ca href=\"https://github.com/braind3d/traffic-brain/issues?q=is%3Aissue+is%3Aopen\"\u003e\n\u003cimg src=\"https://img.shields.io/github/issues-raw/braind3d/traffic-brain?style=flat-square\" alt=\"Open issues status badge\"\u003e\n\u003c/a\u003e\n\n\u003ca href=\"https://github.com/braind3d/traffic-brain/issues?q=is%3Aissue+is%3Aclosed\"\u003e\n\u003cimg src=\"https://img.shields.io/github/issues-closed-raw/braind3d/traffic-brain?style=flat-square\" alt=\"Closed issues status badge\"\u003e\n\u003c/a\u003e\n\n\u003ca href=\"https://github.com/braind3d/traffic-brain/fork\"\u003e\n\u003cimg src=\"https://img.shields.io/badge/contributions-welcome-brightgreen.svg?style=flat-square\" alt=\"Contributions welcome badge\"\u003e\n\u003c/a\u003e\n\n\u003ca href=\"LICENSE\"\u003e\n\u003cimg src=\"https://img.shields.io/github/license/braind3d/traffic-brain?style=flat-square\" alt=\"License badge\"\u003e\n\u003c/a\u003e\n\u003c/p\u003e\n\n\n## Get started\n\u003cp align=\"center\"\u003e\n\u003cimg src=\"docs/img/Export/Architecture.png\" alt=\"Project Architecture\"\u003e\n\u003c/p\u003e\n\n\nThe project consists of 4 main components:\n- **Object recognition** for traffic detection (located in \"[/classification](/classification)\")\n- **Main server** controlling all the traffic light nodes (located in \"[/server](/server)\")\n- **Embedded server** and **traffic light schematics** (located in \"[/embedded](/embedded)\")\n- **Front-end client** for communicating with the server (still incomplete; located in \"[/client](/client)\")\n\nFor each of the components' directories there is a coresponding `README.md` with instructions on how to get started.\n\n## Authors\n- **Angel Penchev** ([@angel-penchev](https://github.com/angel-penchev)) - Object detection neural network, Embedded traffic light\n- **Bogdan Mironov** ([@bogdanmironov](https://github.com/bogdanmironov)) - Main controlling server\n- **Simeon Georgiev** ([@simo1209](https://github.com/simo1209)) - Thank you for helping me out to complete the embedded \u003c3\n\n## Contributions\n1. Fork it (\u003chttps://github.com/braind3d/traffic-brain/fork\u003e)\n2. Create your feature branch (`git checkout -b feature/fooBar`)\n3. Commit your changes (`git commit -a`)\n4. Push to the branch (`git push origin feature/fooBar`)\n5. Create a new Pull Request\n6. Upon review it will be merged.\n\n## License\nDistributed under the MIT license. See [LICENSE](LICENSE) for more information.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffanton-dev%2Ftraffic-brain","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffanton-dev%2Ftraffic-brain","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffanton-dev%2Ftraffic-brain/lists"}