Attention Module: Walking Assistance System
Key Features & Capabilities
Detection System
- •Real-time obstacle detection
- •Distance measurement
- •Object classification
- •Path analysis
Warning System
- •Voice alerts with distance information
- •Vibration feedback for urgency
- •Directional guidance
- •Severity-based notifications
Technical Implementation
Core Technologies
- •Custom-trained YOLOv8 Model
- •Distance Calculation Algorithm
- •Real-time Video Processing
- •Multi-modal Feedback System
System Performance
- •Continuous monitoring every x seconds
- •Accurate distance measurement
- •Low-latency warning system
- •Custom dataset of 4,202 images
