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Terrain evaluation using CNN to generate a discretized matrix of probabilities with zones related to stability and potential support points for legged robots.

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Robcib-GIT/probabilistic-terrain-perception

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probabilistic-terrain-perception

Terrain evaluation using CNN to generate a discretized matrix of probabilities with zones related to stability and potential support points for legged robots. Both terrain (gravel, dirt road, etc.) and obstacles are characterized probabilistically (0 - 100% probability of overcoming) generating a gradient in their surrounding areas. This information serves as a basis for making decisions regarding the selection of support points for legged robots.

Processed and original terrain:

Probabilistic terrain

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Terrain evaluation using CNN to generate a discretized matrix of probabilities with zones related to stability and potential support points for legged robots.

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