[ Math+Code+Art ]
  • About
  • Tutorials
  • Exhibitions
  • Research
  • Book
  • News
  • Team
← Book contents

Part I — Education · Ch. 5

Random-Walk Painting with Neural Guidance

Writing —

Implementation Hanyin Coco Zhang, Shanmei Wanyan (Lead)

Editors —

Source tutorial Music Painting · code · Music_Painting.ipynb

Source tutorial Random Walk + Neural Networks · code · random_walk_image.ipynb

Builds on Ch. 4 — Coordinate Networks and CPPNs: Audio-Conditioned Image Generation

Continues in Ch. 11 — Inner Landscapes, Ch. 14 — Birth of a Painting: Differentiable Brushstroke Reconstruction

  • Preface
Part I — Education

Parametric Curves & Tessellation

  • Ch. 1 — Parametric Geometry and Collision-Driven Motion
  • Ch. 2 — Voronoi Tessellation and Adaptive Sampling

Learned Visual & Auditory Representations

  • Ch. 3 — Neural Style Transfer: Separating Content and Style
  • Ch. 4 — Coordinate Networks and CPPNs: Audio-Conditioned Image Generation
  • Ch. 5 — Random-Walk Painting with Neural Guidance
  • Ch. 6 — Style Transfer Meets Voronoi Geometry

Optimization-Based Reconstruction

  • Ch. 7 — Greedy Optimization and String Art
  • Ch. 8 — The Travelling Salesman Problem as a Drawing Tool
  • Ch. 9 — Algorithmic Photo Collage
Part II — Creation
  • Ch. 10 — Cellular Impressions
  • Ch. 11 — Inner Landscapes
  • Ch. 12 — Paper Marbling
Part III — Exploration
  • Ch. 13 — VoroLight: Learning Voronoi Surface Meshes via Sphere Intersection
  • Ch. 14 — Birth of a Painting: Differentiable Brushstroke Reconstruction
  • Bibliography
← Previous Coordinate Networks and CPPNs: Audio-Conditioned Image Generation Next → Style Transfer Meets Voronoi Geometry
Math+Code+Art UCLA Mathematics · Education · Creation · Exploration
  • About
  • Tutorials
  • Exhibitions
  • Research
  • Book
  • News
  • Team
  • GitHub ↗