{"id":24811768,"url":"https://github.com/al-chris/opencv-object-detection-kivy","last_synced_at":"2025-10-10T17:38:48.578Z","repository":{"id":270508687,"uuid":"910590346","full_name":"al-chris/OpenCV-object-detection-kivy","owner":"al-chris","description":null,"archived":false,"fork":false,"pushed_at":"2024-12-31T18:33:55.000Z","size":58,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-01-30T13:16:15.849Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/al-chris.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2024-12-31T18:24:27.000Z","updated_at":"2024-12-31T18:33:57.000Z","dependencies_parsed_at":"2024-12-31T19:27:59.858Z","dependency_job_id":"9f3427e8-34ac-45f8-acd2-bf104ae07c60","html_url":"https://github.com/al-chris/OpenCV-object-detection-kivy","commit_stats":null,"previous_names":["al-chris/opencv-object-detection-kivy"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/al-chris%2FOpenCV-object-detection-kivy","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/al-chris%2FOpenCV-object-detection-kivy/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/al-chris%2FOpenCV-object-detection-kivy/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/al-chris%2FOpenCV-object-detection-kivy/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/al-chris","download_url":"https://codeload.github.com/al-chris/OpenCV-object-detection-kivy/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245478859,"owners_count":20622043,"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":[],"created_at":"2025-01-30T13:16:18.517Z","updated_at":"2025-10-10T17:38:43.522Z","avatar_url":"https://github.com/al-chris.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# OpenCV object detection in kivy\n\nThis repository showcases a series of projects developed using OpenCV, focusing on image processing, real-time object detection, and deploying an Android application with Kivy for real-time object detection.\nIt began with experimenting with image processing techniques using OpenCV, progressed to implementing real-time object detection, and culminated in developing a single-file Kivy application for performing real-time object detection on Android devices.\n\n## Project Overview\n\n1. **Image Processing with OpenCV**:\n   - Explored fundamental image processing techniques, including image filtering, edge detection, and color space transformations.\n\n2. **Real-Time Object Detection**:\n   - Implemented object detection algorithms capable of identifying and classifying objects in live video streams.\n\n3. **Kivy Application for Android**:\n   - Developed a single-file Kivy application to perform real-time object detection on Android devices, integrating OpenCV with Kivy for mobile deployment.\n\n## Repository Structure\n\n```\nOpenCV/\n├── assets/                 # Directory containing image and video assets\n├── app.py                  # Kivy application script for Android deployment\n├── main.py                 # Script for real-time object detection\n├── image_processing.py     # Script demonstrating basic image processing techniques\n├── requirements.txt        # List of required Python packages\n└── README.md               # Project documentation\n```\n\n## Getting Started\n\nTo explore and run these projects:\n\n1. **Clone the repository**:\n\n   ```bash\n   git clone https://github.com/al-chris/OpenCV.git\n   cd OpenCV\n   ```\n\n2. **Set up a virtual environment** (optional but recommended):\n\n   ```bash\n   python -m venv venv\n   source venv/bin/activate  # On Windows: venv\\Scripts\\activate\n   ```\n\n3. **Install the required packages**:\n\n   ```bash\n   pip install -r requirements.txt\n   ```\n\n4. **Run the scripts**:\n\n   - For image processing demonstrations:\n\n     ```bash\n     python image_processing.py\n     ```\n\n   - For real-time object detection:\n\n     ```bash\n     python main.py\n     ```\n\n   - To deploy the Kivy application on Android, follow the instructions provided in `app.py`.\n\n## Prerequisites\n\n- **Python 3.7 or higher**\n- **OpenCV**: Ensure that OpenCV is installed in your environment.\n- **Kivy**: Required for developing and running the Android application.\n\n## Contributing\n\nContributions are welcome. Feel free to open issues or submit pull requests to enhance the functionality or add new features.\n\n## License\n\nThis project is licensed under the MIT License. See the `LICENSE` file for details.\n\n## Acknowledgments\n\n- [OpenCV](https://opencv.org/): Open Source Computer Vision Library\n- [Kivy](https://kivy.org/): Open source Python library for rapid development of applications\n\nFor any questions or suggestions, please contact [Christopher Aliu](https://github.com/al-chris). \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fal-chris%2Fopencv-object-detection-kivy","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fal-chris%2Fopencv-object-detection-kivy","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fal-chris%2Fopencv-object-detection-kivy/lists"}