{"id":15132096,"url":"https://github.com/abdulhadi806/gun-detection","last_synced_at":"2026-01-18T19:03:12.260Z","repository":{"id":256457439,"uuid":"855253246","full_name":"AbdulHadi806/gun-detection","owner":"AbdulHadi806","description":"Yolov8 model finetuned on hands gun dataset on L4 GPUs","archived":false,"fork":false,"pushed_at":"2024-10-09T19:41:37.000Z","size":5557,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-12T02:09:32.503Z","etag":null,"topics":["ai","computervision","gun-detection","opencv","yolov8"],"latest_commit_sha":null,"homepage":"","language":"Python","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/AbdulHadi806.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":"2024-09-10T15:16:04.000Z","updated_at":"2024-10-09T19:41:40.000Z","dependencies_parsed_at":"2024-10-31T12:53:33.295Z","dependency_job_id":null,"html_url":"https://github.com/AbdulHadi806/gun-detection","commit_stats":null,"previous_names":["abdulhadi806/gun-detection"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AbdulHadi806%2Fgun-detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AbdulHadi806%2Fgun-detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AbdulHadi806%2Fgun-detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AbdulHadi806%2Fgun-detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AbdulHadi806","download_url":"https://codeload.github.com/AbdulHadi806/gun-detection/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247406078,"owners_count":20933803,"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":["ai","computervision","gun-detection","opencv","yolov8"],"created_at":"2024-09-26T04:03:38.154Z","updated_at":"2026-01-18T19:03:12.254Z","avatar_url":"https://github.com/AbdulHadi806.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Weapon Detection System\n\nThis project implements a real-time weapon detection system using the YOLOv8 model. The system is designed to detect and track weapons (specifically guns) within video streams or video files, providing a visual indication by highlighting detected weapons in each video frame.\n\n## Model and Dataset\n\n- **Model Used:** YOLOv8, a state-of-the-art object detection model known for its speed and accuracy.\n- **Dataset:** The model is trained on a dataset containing 6,000 annotated images focused on hand-held weapons.\n  - **Dataset Link:** [Hand Weapon Dataset on Hugging Face](https://huggingface.co/datasets/AbdulHadi806/hand-weapone-dataset)\n  - **Dataset Creation Tool:** The dataset was curated and annotated using [Roboflow](https://roboflow.com/), a popular tool for generating high-quality datasets.\n\n## Technology Stack\n\n- **OpenCV:** Utilized for video processing, frame handling, and drawing bounding boxes around detected objects.\n- **YOLOv8:** Employed for its efficient object detection capabilities, enabling the system to identify weapons with high accuracy.\n\n## Installation\n\nTo get started, clone the repository and install the required dependencies:\n\n```bash\ngit clone https://github.com/your-username/weapon-detection-system.git\ncd weapon-detection-system\npython main_area.py\n```\n\n\u003cimg src=\"https://github.com/user-attachments/assets/ab92f0b2-6056-477a-967f-b74228f3a903\" alt=\"image\" width=\"500\"/\u003e\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabdulhadi806%2Fgun-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fabdulhadi806%2Fgun-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabdulhadi806%2Fgun-detection/lists"}