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- Write technical documentation - Create user manual - Write thesis chapters - Prepare presentation materials - Deploy to production (if applicable) - Create demo video (optional for github)
No due date•1/1 issues closed- Implement text-to-speech engine - Design alert priority system - Create different alert messages - Test alert timing and effectiveness - Implement alert history logging - Add alert customization options
No due date- Integrate camera feed capture - Implement face detection and tracking - Connect CNN-LSTM model to live feed - Implement real-time inference pipeline - Add drowsiness level calculation - Add distraction detection logic
No due date- Implement lighting condition detection - Develop day/night mode adaptation - Create image preprocessing pipeline - Test model accuracy across lighting conditions - Implement automatic lighting adjustment - Validate lighting adaptation effectiveness
No due date•0/1 issues closed- Write Introduction & Background - Write Literature Review - Write Methodology - Write Results & Analysis - Write Discussion - Write Conclusion & Future Work
No due date•0/2 issues closed- Unit testing for all components - Integration testing - Model accuracy validation - Performance testing (FPS, latency) - User acceptance testing - Cross-platform testing (iOS, Android, Web)
No due date- Implement real-time data collection - Calculate drowsiness/distraction metrics - Generate performance by lighting condition - Create historical trend analysis - Implement data export functionality - Add comparative analytics
No due date- Set up backend server (Node.js/Python) - Implement REST API endpoints - Set up database (PostgreSQL/MongoDB) - Implement session logging - Create analytics calculation logic - Add user authentication (optional)
No due date•1/1 issues closed- Collect and preprocess training dataset - Implement CNN for facial feature extraction - Implement LSTM for temporal pattern recognition - Train model on drowsiness detection - Train model on distraction detection - Optimize model for real-time performance
No due date•2/3 issues closed- Implement Dashboard screen with analytics - Implement Monitor screen with live feed - Implement Analytics screen with charts - Implement Settings screen - Add responsive design (mobile, tablet, desktop) - Add neumorphic effects and animations
No due date•6/6 issues closed- Set up Flutter development environment - Initialize project structure and dependencies - Set up version control (GitHub) - Configure responsive design utilities - Implement base UI components (sidebar, navigation) - Create color scheme and design system
No due date•5/8 issues closed- Define system architecture - Design database schema - Create wireframes for all screens - Design CNN-LSTM model architecture - Research dynamic lighting adaptation techniques - Plan API endpoints and data flow
No due date•7/7 issues closed