{"id":28744127,"url":"https://github.com/eng-m-abdrabbou/object-detection-python-yolo","last_synced_at":"2026-04-14T03:32:51.354Z","repository":{"id":298921441,"uuid":"936812272","full_name":"Eng-M-Abdrabbou/Object-Detection-Python-YOLO","owner":"Eng-M-Abdrabbou","description":"Real-time object detection web app using YOLOv5 and Flask for instant webcam object recognition.","archived":false,"fork":false,"pushed_at":"2025-06-13T15:28:06.000Z","size":10308,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-13T16:45:18.148Z","etag":null,"topics":["flask","object-detection","opencv","python","pytorch","rest-api","restful-api","torch","ultralytics","yolov8"],"latest_commit_sha":null,"homepage":"","language":"HTML","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/Eng-M-Abdrabbou.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":"2025-02-21T18:22:19.000Z","updated_at":"2025-06-13T15:28:10.000Z","dependencies_parsed_at":"2025-06-13T16:45:25.412Z","dependency_job_id":"d24b7581-1705-4465-b07c-29e7252415d9","html_url":"https://github.com/Eng-M-Abdrabbou/Object-Detection-Python-YOLO","commit_stats":null,"previous_names":["eng-m-abdrabbou/object-detection-python-yolo"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Eng-M-Abdrabbou/Object-Detection-Python-YOLO","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Eng-M-Abdrabbou%2FObject-Detection-Python-YOLO","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Eng-M-Abdrabbou%2FObject-Detection-Python-YOLO/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Eng-M-Abdrabbou%2FObject-Detection-Python-YOLO/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Eng-M-Abdrabbou%2FObject-Detection-Python-YOLO/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Eng-M-Abdrabbou","download_url":"https://codeload.github.com/Eng-M-Abdrabbou/Object-Detection-Python-YOLO/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Eng-M-Abdrabbou%2FObject-Detection-Python-YOLO/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31781292,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-14T02:24:21.117Z","status":"ssl_error","status_checked_at":"2026-04-14T02:24:20.627Z","response_time":153,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["flask","object-detection","opencv","python","pytorch","rest-api","restful-api","torch","ultralytics","yolov8"],"created_at":"2025-06-16T11:09:45.247Z","updated_at":"2026-04-14T03:32:51.339Z","avatar_url":"https://github.com/Eng-M-Abdrabbou.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# VisionAid: Real-Time Object Detection Web Application\r\n\r\n## 🚀 Project Overview\r\nVisionAid is a web-based object detection application that uses YOLOv5 to perform real-time object recognition through your webcam. The application provides instant identification and confidence scores for detected objects. This model is pre-trained on the COCO dataset on roughly 80 objects.\r\n\r\n## 🔧 Technologies Used\r\n- **Backend**: Flask (Python)\r\n- **Object Detection**: YOLOv5 (ultralytics)\r\n- **Frontend**: HTML5, JavaScript\r\n- **Computer Vision**: OpenCV, Torch\r\n\r\n## ✨ Features\r\n- Real-time webcam object detection\r\n- Instant object identification\r\n- Confidence score for each detected object\r\n- Simple, intuitive web interface\r\n\r\n## 📦 Prerequisites\r\n- Python 3.8+\r\n- Webcam-enabled device\r\n\r\n## 🛠️ Installation\r\n\r\n### 1. Clone the Repository\r\n```bash\r\ngit clone git@github.com:Eng-M-Abdrabbou/Object-Detection-Python-YOLO.git\r\ncd Object-Detection-Python-YOLO\r\n```\r\n\r\n### 2. Install Dependencies\r\n```bash\r\npip install -r requirements.txt\r\n```\r\n\r\n### 3. Run the Application\r\n```bash\r\npython app.py\r\n```\r\n\r\n## 🖥️ How It Works\r\n1. The application accesses your webcam\r\n2. Captures video frames in real-time\r\n3. Processes each frame using YOLOv5 object detection\r\n4. Displays detected objects with confidence scores\r\n\r\n## 🔍 Supported Object Classes\r\nThe application can detect a wide range of objects using the YOLOv5n pre-trained model, including:\r\n- People\r\n- Vehicles\r\n- Animals\r\n- Everyday objects\r\n- And many more!\r\n\r\n## 📸 Screenshots\r\n\r\n\u003cimg src=\"\\Images\\1.png\" width=\"600\" height=\"350\" /\u003e\r\n\r\n\u003cimg src=\"\\Images\\2.png\" width=\"600\" height=\"350\" /\u003e\r\n\r\n\r\n## 🤝 Contributing\r\nContributions are welcome! Please feel free to submit a Pull Request.\r\n\r\n## 📄 License\r\nThis project is licensed under the MIT License.\r\n\r\n## 🙏 Acknowledgments\r\n- [Ultralytics](https://github.com/ultralytics/yolov5) for YOLOv5\r\n- [Flask](https://flask.palletsprojects.com/) Web Framework\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Feng-m-abdrabbou%2Fobject-detection-python-yolo","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Feng-m-abdrabbou%2Fobject-detection-python-yolo","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Feng-m-abdrabbou%2Fobject-detection-python-yolo/lists"}