Navigation Assistance for Visually Impaired
Intelligent object detection and navigation system using YOLOv8.
Tech Stack:
YOLOv8Pythonpyttsx3
Development Timeline
Project Kickoff
Research and initial setup.
- Defined object classes
- Setup YOLOv8
- Integrated text-to-speech
System Design
Planned detection and feedback flow.
- Navigation logic designed
- Audio output planned
- User scenarios
Core Development
Built detection and navigation.
- Object detection working
- Audio feedback implemented
- Initial testing
User Testing
Tested with real users.
- User feedback collected
- Accuracy improved
- Bug fixes
Finalization
Polished and documented.
- Optimized performance
- Added documentation
- Released prototype