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      <title>From Map Tiles To Trail Masks</title>
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      <pubDate>Mon, 18 May 2026 00:00:00 +0000</pubDate>
      <author>connor@loughondata.com (Connor Lough)</author>
      <guid>https://loughondata.com/posts/from-map-tiles-to-trail-masks/</guid>
      <description>A checkpoint from learning geospatial computer vision from first principles: map tiles, weak OSM labels, raster masks, PyTorch tensors, and why the first model failed in a useful way.</description>
      
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