{"id":19825951,"url":"https://github.com/martinkalema/traffic-light-detection","last_synced_at":"2026-05-14T13:38:03.776Z","repository":{"id":220023659,"uuid":"750502621","full_name":"MartinKalema/Traffic-Light-Detection","owner":"MartinKalema","description":"Real time traffic light detection","archived":false,"fork":false,"pushed_at":"2024-02-01T20:20:10.000Z","size":269,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-28T20:47:35.350Z","etag":null,"topics":["artificial-intelligence","computer-vision","fasterrcnn-resnet50-fpn","pytorch","transfer-learning"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/MartinKalema.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":"2024-01-30T19:08:00.000Z","updated_at":"2024-02-16T20:29:02.000Z","dependencies_parsed_at":"2025-02-28T16:51:14.012Z","dependency_job_id":"80325d3d-2212-4a84-a144-1ca57c6c3328","html_url":"https://github.com/MartinKalema/Traffic-Light-Detection","commit_stats":null,"previous_names":["martinkalema/traffic-light-detection"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/MartinKalema/Traffic-Light-Detection","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MartinKalema%2FTraffic-Light-Detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MartinKalema%2FTraffic-Light-Detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MartinKalema%2FTraffic-Light-Detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MartinKalema%2FTraffic-Light-Detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MartinKalema","download_url":"https://codeload.github.com/MartinKalema/Traffic-Light-Detection/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MartinKalema%2FTraffic-Light-Detection/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":269631157,"owners_count":24450144,"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","status":"online","status_checked_at":"2025-08-09T02:00:10.424Z","response_time":111,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["artificial-intelligence","computer-vision","fasterrcnn-resnet50-fpn","pytorch","transfer-learning"],"created_at":"2024-11-12T11:09:07.405Z","updated_at":"2025-10-24T03:03:54.051Z","avatar_url":"https://github.com/MartinKalema.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Traffic-Light-Detection\n\nTraffic light detection is a critical component in computer vision systems, particularly in the context of autonomous vehicles, smart traffic management, and driver assistance systems. The primary goal is to accurately identify the presence and state (red, green, or yellow) of traffic lights in real-world scenes.\n\n##  Stack\n\u003ca href=\"https://www.python.org\" target=\"_blank\" rel=\"noreferrer\"\u003e \u003cimg src=\"https://raw.githubusercontent.com/devicons/devicon/master/icons/python/python-original.svg\" alt=\"python\" width=\"40\" height=\"40\"/\u003e \u003c/a\u003e \u003ca href=\"https://pandas.pydata.org/\" target=\"_blank\" rel=\"noreferrer\"\u003e \u003cimg src=\"https://raw.githubusercontent.com/devicons/devicon/2ae2a900d2f041da66e950e4d48052658d850630/icons/pandas/pandas-original.svg\" alt=\"pandas\" width=\"40\" height=\"40\"/\u003e \u003c/a\u003e \u003c/a\u003e \u003ca href=\"https://pytorch.org/\" target=\"_blank\" rel=\"noreferrer\"\u003e \u003cimg src=\"https://www.vectorlogo.zone/logos/pytorch/pytorch-icon.svg\" alt=\"pytorch\" width=\"40\" height=\"40\"/\u003e \u003c/a\u003e \n\n## Installation\nclone this project using the bash command below\n```\ngit clone https://github.com/MartinKalema/Traffic-Light-Detection\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmartinkalema%2Ftraffic-light-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmartinkalema%2Ftraffic-light-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmartinkalema%2Ftraffic-light-detection/lists"}