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Each idea is scoped for a two-semester project, with the tools you will need and a suggested plan. Adapt it with your supervisor.

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Civil EngineeringIntermediate

Automated crack detection on concrete surfaces from images

Train a convolutional neural network to detect and measure cracks in concrete from photographs, to support faster building and bridge inspections.

Python, OpenCV, PyTorch, smartphone or drone images
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