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lxx-fast-scnn-keras

The water area is identified by semantic segmentation model, and the recognition results are used to detect unknown obstacles on the water surface. This project is used for image-based environment perception of USV to realize autonomous navigation without sea chart.

Run RTNet_test.py for training and testing.

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The water area is identified by semantic segmentation model

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