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Map rendering using a neural network

Based on the great article Instant Neural Graphics Primitives with a Multiresolution Hash Encoding.

map

The repository consists of:

  • tools/trainer - a program for training a neural network on raster tiles.
  • tools/tiles_to_image - converts tiles from custom format to PNG image (for testing purposes).
  • tools/inference - generates an image from a trained neural network (for testing purposes).
  • app - An Android application that displays a neural map in real time.