Mapping roads through deep learning and weakly supervised trainingMapping roads through deep learning and weakly supervised training Creating accurate maps today is a painstaking, time-consuming manual process, even with access to satellite imagery and mapping software. Many regions — particularly in the developing world — remain largely unmapped. To help close this gap, Facebook AI researchers and engineers have developed a new method that uses deep learning an
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