Machine Learning for Obstacle Avoidance
November 21, 2025
14 min read
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Dataset Collection
Capture thousands of images from drone camera during flights.
Model Training
TensorFlow Lite for object detection, optimize for ESP32-S3.
Inference
Run model on-device for real-time detection, adjust flight path.
Performance
10fps inference, 85% accuracy, under 200ms response time.