{"id":19942670,"url":"https://github.com/usamafayaz/industrial-watch","last_synced_at":"2026-01-27T17:33:21.637Z","repository":{"id":223822673,"uuid":"736285997","full_name":"usamafayaz/industrial-watch","owner":"usamafayaz","description":"Industrial Watch is an AI-based system that enhances workplace efficiency and product quality in industrial settings. 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This project integrates advanced AI technologies to monitor employee performance and detect defective products, promoting compliance with workplace rules and maintaining high production standards.\n\n## Features\n\n### Employee Performance Monitoring\n\nThe system leverages AI camera monitoring to track and evaluate employee activities based on specific rules:\n\n- **Cigarette Detection**: Monitors smoking in the workplace, logging violations and imposing fines.\n- **Mobile Usage Detection**: Identifies unauthorized mobile phone use during work hours, enforcing penalties.\n- **Posture Detection**: Ensures proper posture by detecting incorrect sitting positions and issuing alerts.\n\n### Defective Product Detection\n\nAI models are trained to identify defects in various products:\n\n- **Centrifugal Discs**: Detects anomalies to ensure product quality.\n- **Water Bottles**: Monitors for defects such as missing caps or labels to maintain product integrity.\n- **Textile Defects**: Identifies weaving faults and fabric damage in textile products.\n\n## Frontend Integration\n\nThe project includes a frontend developed in React Native, offering a user-friendly mobile application.\n\n## Technology Stack\n\n- **Backend**: Python\n- **AI Models**: YOLOv8, PyTorch\n- **Database**: SQL Server\n\n## Installation and Setup\n\n1. Clone the repository:\n\n   ```bash\n   git clone https://github.com/usamafayaz/industrial-watch.git\n   ```\n\n2. Navigate to the project directory:\n\n   ```bash\n   cd industrial-watch\n   ```\n\n3. Install React Native packages and dependencies:\n\n   ```bash\n   npm install\n   ```\n\n4. For the backend server:\n\n   ```bash\n    git clone https://github.com/usamafayaz/industrial-watch-backend.git\n   ```\n\n5. Start the React Native frontend:\n   ```bash\n   npx react-native run-android\n   # or\n   npm start\n   ```\n\n## Contact\n\nFor any inquiries, please contact [usama.fayyaz157@gmail.com].\n\n![Alt text](./images/Slide_1.png)\n![Alt text](./images/Slide_2.png)\n![Alt text](./images/Slide_3.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fusamafayaz%2Findustrial-watch","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fusamafayaz%2Findustrial-watch","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fusamafayaz%2Findustrial-watch/lists"}