{"id":24576122,"url":"https://github.com/chauhan-aman/realtime--tfod","last_synced_at":"2026-04-12T18:18:05.144Z","repository":{"id":273727320,"uuid":"915372156","full_name":"Chauhan-Aman/Realtime--TFOD","owner":"Chauhan-Aman","description":"Realtime-TFOD detects gestures like hello, thumbs-up, thumbs-down, and namaste in real time, enabling intuitive human-computer interaction.","archived":false,"fork":false,"pushed_at":"2025-05-27T09:38:58.000Z","size":83337,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-27T10:39:07.683Z","etag":null,"topics":["computer-vision","deep-learning","jupyter-notebook","object-detection","opencv","python","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/Chauhan-Aman.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":"2025-01-11T17:14:19.000Z","updated_at":"2025-05-27T09:39:02.000Z","dependencies_parsed_at":"2025-01-22T16:46:30.739Z","dependency_job_id":null,"html_url":"https://github.com/Chauhan-Aman/Realtime--TFOD","commit_stats":null,"previous_names":["chauhan-aman/realtime--tfod"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Chauhan-Aman/Realtime--TFOD","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Chauhan-Aman%2FRealtime--TFOD","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Chauhan-Aman%2FRealtime--TFOD/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Chauhan-Aman%2FRealtime--TFOD/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Chauhan-Aman%2FRealtime--TFOD/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Chauhan-Aman","download_url":"https://codeload.github.com/Chauhan-Aman/Realtime--TFOD/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Chauhan-Aman%2FRealtime--TFOD/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266420082,"owners_count":23925880,"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":"2025-07-22T02:00:09.085Z","response_time":66,"last_error":null,"robots_txt_status":null,"robots_txt_updated_at":null,"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","deep-learning","jupyter-notebook","object-detection","opencv","python","tensorflow"],"created_at":"2025-01-23T22:21:36.876Z","updated_at":"2026-04-12T18:18:05.107Z","avatar_url":"https://github.com/Chauhan-Aman.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Realtime--TFOD: Real-Time Gesture Detection\n  \nRealtime-TFOD is a system that performs real-time gesture detection and classification using computer vision and deep learning. This project focuses on recognizing specific hand gestures such as hello, thumbs-up, thumbs-down, and namaste, providing a robust platform for intuitive interaction between humans and machines.\n\n#### Key features include:\n\n- Gesture Detection: Detect and classify hand gestures in real-time.\n- Real-Time Analysis: Process video streams to provide instant feedback.\n- Deep Learning Models: Utilize advanced deep learning techniques for accurate gesture recognition.\n- Customizable Labels: Expand or modify the gesture labels as needed for specific use cases.\n- Versatile Applications: Suitable for interactive kiosks, sign language interpretation, robotics, and other human-computer interaction scenarios.\n\n## Technologies Used\n- Computer Vision\n- Deep Learning\n- TensorFlow\n- OpenCV\n- Python\n- pyqt5\n\n## Demo\n\n![GestureDetection](https://github.com/user-attachments/assets/17a3d3c6-cd4f-4140-96c8-5074dce61060)\n\n\nhttps://github.com/user-attachments/assets/c95d2bac-58d4-45d3-87df-5a72715ec65d\n\n## How to Run This Project\n\n1. Clone the repository:\n```\ngit clone https://github.com/Chauhan-Aman/Realtime--TFOD.git\ncd realtime-tfod\n```\n2. Set up a virtual environment:\n```\npython -m venv venv\nsource venv/bin/activate.ps1   # On Windows use `venv\\Scripts\\activate.ps1`\n```\n3. Install required dependencies:\n```\nInstall required dependencies:\n```\n4. Create Your Gesture Dataset:\n```\nRun the Script Image Collection.ipynb\n```\n5. Train the model and do realtime gesture detection\n```\nRun the Script Training and Detection.ipynb\n```\n\nThis setup will allow you to run the Gesture Detection system locally.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchauhan-aman%2Frealtime--tfod","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fchauhan-aman%2Frealtime--tfod","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchauhan-aman%2Frealtime--tfod/lists"}