MARSBots are small, flexible-legged microrobots designed to inspect confined or hazardous spaces without human entry. Each robot uses an ESP32-Cam for image capture and transmits data wirelessly to an edge processor. Operators can control the swarm through AR interfaces on a HoloLens 2 headset or PC, which display sensor data and visual feedback in real time. The system integrates AI-powered semantic segmentation to identify cracks, using machine learning models trained and fine-tuned on diverse datasets. MARSBots make structural health monitoring faster, safer, and more precise than traditional manual inspections or single-robot systems by combining swarm mobility, multi-view imaging, and AR visualization.
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