mapbox/robosat
View on GitHub ↗ ★ 2,068 Python
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
6 mentions on Hacker News by 4 people: 2 stories, 4 comments · first 2018-06-11 · latest 2019-04-02
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…projects our engineers have worked on before: * https://github.com/Project-OSRM/osrm-backend * https://github.com/mapbox/robosat Bonus points if you have worked professionally with geospatial data and software before and/or have…
comment by danieljh · 2019-04-02 · in Ask HN: Who is hiring? (April 2019) -
…It used to be an encoder-decoder U-Net'ish architecture which we trained from scratch. Recently ( https://github.com/mapbox/robosat/pull/46 ) I switched out the encoder to a pre-trained ResNet, as proposed by Alexander Buslaev. It's a mix…
comment by danieljh · 2018-07-08 · in RoboSat: feature extraction from aerial and satellite imagery -
…(although I really know Keras much better than PyTorch so I'm probably missing something. [1] https://github.com/mapbox/robosat/blob/master/robosat/unet.p...
comment by nl · 2018-07-08 · in RoboSat: feature extraction from aerial and satellite imagery -
Your wish is my command - a co-worker just released this a couple of days ago: https://github.com/mapbox/robosat
comment by danpat · 2018-06-11 · in Nearly two decades of satellite images available in Nasa’s Worldview