[OSM-dev] Loc2Vec

Michał Brzozowski www.haxor at gmail.com
Sat Jun 16 17:49:02 UTC 2018


I'm quite surprised this went past the radar, because it's very interesting
research and abuses openstreetmap-carto style in a novel way:

https://www.sentiance.com/2018/05/03/loc2vec-learning-location-embeddings-w-triplet-loss-networks/

Feed in openstreetmap-carto rendered in 12 thematic layers to a neural
network and get a 16-dimensional vector.

This vector captures nature of the place (e.g. urban vs rural, city center
vs suburb etc.)

Source is not avaliable, but many details are present, so somebody could
recreate it or get inspired by this work.

Michał
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