Built an AI-powered navigation system for drones to perform automated inspections in remote areas, leveraging computer vision and reinforcement learning.
Tech:
- PyTorch, OpenCV for image processing
- ROS (Robot Operating System) for drone control
- Flask, WebSocket for real-time monitoring
Impact:
- Cut inspection times by 50% for 100+ km of infrastructure
- Improved defect detection accuracy to 95%
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