{"id":34774199,"url":"https://github.com/codeformuenster/traffic-cam","last_synced_at":"2026-03-27T02:17:19.568Z","repository":{"id":89094228,"uuid":"298542690","full_name":"codeformuenster/traffic-cam","owner":"codeformuenster","description":null,"archived":false,"fork":false,"pushed_at":"2025-01-07T16:52:04.000Z","size":2833,"stargazers_count":5,"open_issues_count":5,"forks_count":2,"subscribers_count":6,"default_branch":"master","last_synced_at":"2025-12-26T19:45:49.445Z","etag":null,"topics":["mshack20","mshack2020","mszaehlt"],"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/codeformuenster.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":"2020-09-25T10:35:04.000Z","updated_at":"2025-01-07T16:52:05.000Z","dependencies_parsed_at":null,"dependency_job_id":"f1c1c76e-3ce7-4ec6-b0aa-836ba159c95a","html_url":"https://github.com/codeformuenster/traffic-cam","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/codeformuenster/traffic-cam","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codeformuenster%2Ftraffic-cam","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codeformuenster%2Ftraffic-cam/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codeformuenster%2Ftraffic-cam/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codeformuenster%2Ftraffic-cam/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/codeformuenster","download_url":"https://codeload.github.com/codeformuenster/traffic-cam/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codeformuenster%2Ftraffic-cam/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31009858,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-27T01:56:05.093Z","status":"online","status_checked_at":"2026-03-27T02:00:08.055Z","response_time":164,"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":["mshack20","mshack2020","mszaehlt"],"created_at":"2025-12-25T08:12:03.395Z","updated_at":"2026-03-27T02:17:19.540Z","avatar_url":"https://github.com/codeformuenster.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Observing traffic in the City of Muenster\n\nImage classification and object detection, applied to a public webcam in the city of Münster.\n\nSee webcam data source [here](https://www.blick.ms/webcam-auf-dem-prinzipalmarkt-muenster.php).\n\n\n## Dependencies\n\n* Tested on `Ubuntu 20.04`\n* `ffmpeg`, e.g. on Ubuntu install with:\n\n```bash\nsudo apt install ffmpeg\n```\n\n## Getting started\n\n1. Create and activate virtual environment. For example with `conda`:\n\n    ```bash\n    conda env create -n cam python=3.7\n    conda activate cam\n    ```\n\n2. Install Python dependencies and `traffic-cam` package (with virtual environment activated):\n\n    ```bash\n    pip install -r requirements.txt\n    pip install -e .\n    ```\n\n3. Run scripts in `bin/` in their numerical order.\n    This includes downloading images, training a classifier, and counting persons.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcodeformuenster%2Ftraffic-cam","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcodeformuenster%2Ftraffic-cam","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcodeformuenster%2Ftraffic-cam/lists"}