Attention Module: Walking Assistance System

Attention Module Process Flow

Continuous Monitoring

Real-time environment scanning and obstacle detection using advanced computer vision.

Threat Assessment

Intelligent analysis of detected obstacles with distance calculation and risk evaluation.

Alert System

Multi-level warning system with voice alerts and haptic feedback based on threat severity.

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