Creator
Azure AI TFLite Background Threads
Vision Accessibility Tool
A real-time computer vision app that identifies objects and describes scenes for visually impaired users.
< 200ms
Latency
95% Acc
Recognition
Imagine Cup
Award
Case Study Analysis
The Challenge
UI lag caused by running heavy AI compute tasks on the main thread.
The Solution
Refactored logic to run on dedicated background threads with local TFLite fallback for offline reliability.
Key Features
High-Speed Detection: <200ms feedback loop.
Offline Mode: Local AI model for safe navigation.
Scene Description: Contextual environment understanding.
Imagine Cup Winner: Recognized by Microsoft for innovation.