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Neural Texture Compression for Three.js

21 days ago
  • Implements NVIDIA's 2023 Neural Texture Compression paper using three.js.
  • Replaces full-resolution material textures with a tiny neural network representation.
  • Dramatically reduces memory usage and download size for 3D scenes.
  • Enables richer materials without increasing overall footprint.
  • Compresses all material maps together—albedo, normal, roughness, metalness—into one compact representation.
  • The compressed representation is often smaller than a single original texture.
  • Example materials shown are each approximately 93KB in size.