Deep Learning-Based Large-Scale Automatic Satellite Crosswalk Classification

Jul 26, 2017 |   2 comments

I’ve got a paper accepted to the IEEE Geoscience and Remote Sensing Letters. In this paper, we show that freely available crowdsourcing data can be used to accurately (97.11%) train robust deep learning models to perform satellite crosswalk classification on a global scale. Check out the GitHub repository.

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