{"id":26512447,"url":"https://github.com/krishgaur1354/wrong-way-detection","last_synced_at":"2025-10-12T16:12:21.612Z","repository":{"id":222067951,"uuid":"756167631","full_name":"KrishGaur1354/Wrong-Way-Detection","owner":"KrishGaur1354","description":"This project aims to detect vehicles traveling in the wrong direction using computer vision and machine learning techniques.","archived":false,"fork":false,"pushed_at":"2025-03-17T17:24:56.000Z","size":67206,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-08-11T05:34:34.874Z","etag":null,"topics":["computer-vision","python"],"latest_commit_sha":null,"homepage":"https://github.com/vigil-pro/dashboard","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"unlicense","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/KrishGaur1354.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,"zenodo":null}},"created_at":"2024-02-12T05:20:07.000Z","updated_at":"2025-06-09T09:02:11.000Z","dependencies_parsed_at":"2025-08-11T05:34:49.259Z","dependency_job_id":null,"html_url":"https://github.com/KrishGaur1354/Wrong-Way-Detection","commit_stats":null,"previous_names":["krishgaur1354/wrong-way-detection"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/KrishGaur1354/Wrong-Way-Detection","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KrishGaur1354%2FWrong-Way-Detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KrishGaur1354%2FWrong-Way-Detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KrishGaur1354%2FWrong-Way-Detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KrishGaur1354%2FWrong-Way-Detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/KrishGaur1354","download_url":"https://codeload.github.com/KrishGaur1354/Wrong-Way-Detection/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KrishGaur1354%2FWrong-Way-Detection/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279011988,"owners_count":26085039,"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":"2025-10-12T02:00:06.719Z","response_time":53,"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":["computer-vision","python"],"created_at":"2025-03-21T03:29:47.819Z","updated_at":"2025-10-12T16:12:16.591Z","avatar_url":"https://github.com/KrishGaur1354.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Wrong-Way-Detection\n\nThis project aims to detect vehicles traveling in the wrong direction using computer vision and machine learning techniques. Published as a research paper at the [15th ICCCNT](https://ieeexplore.ieee.org/abstract/document/10725591).\n\n## Project Structure\n\nThe repository contains the following key files and directories:\n\n- `data/`: Directory containing dataset files\n- `model/`: Directory for model-related files\n- `number-plate-test/`: Test scripts for number plate detection\n- `wrong-way-vehicle-detection-yolov8/`: YOLOv8 implementation for wrong-way vehicle detection\n- `detect_wrong.py`: Main script for wrong-way detection\n- `export.py`: Script to export the trained model\n- `hubconf.py`: PyTorch Hub configuration\n- `main.py`: Entry point of the application\n- `requirements.txt`: List of Python dependencies\n- `speed.py`: Script for vehicle speed estimation\n- `test.py`: Test script\n- `tracker.py`: Object tracking implementation\n- `train.py`: Script for training the model\n- `val.py`: Validation script\n- `visualize.py`: Visualization utilities\n- `yolov5.pt`: Pre-trained YOLOv5 weights file\n\n## Setup\n\n1. Clone the repository:\n   ```\n   git clone https://github.com/KrishGaur1354/Wrong-Way-Detection.git\n   ```\n\n2. Install the required dependencies:\n   ```\n   pip install -r requirements.txt\n   ```\n\n## Usage\n\nTo run the wrong-way detection:\n\n```\npython main.py\n```\n\nFor training the model:\n\n```\npython train.py\n```\n\n## Contributing\n\nContributions are welcome! Please feel free to submit a Pull Request.\n\n## License\n\nThis project is licensed under the [Unlicense License](LICENSE).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkrishgaur1354%2Fwrong-way-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkrishgaur1354%2Fwrong-way-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkrishgaur1354%2Fwrong-way-detection/lists"}