Generative Design
summary
Generative systems map and sample huge creative spaces: a trained model of 1,000 fonts yields a two‑dimensional design explorer, CelebA (≈200,000 faces) lets researchers do vector arithmetic on attributes, and a genetic algorithm runs novelty search to produce 10,000 potential songs from a sample grid. The talk shows working prototypes (font explorer, smile injection, fashion recoloring, 3D view prediction, music map) and claims scalable pipelines that made billions‑planet worlds and radically lower the novice‑expert gap.
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chapters (6)
- 0:00Introduction to generative design
- 2:51Design patterns for creativity
- 3:33Explore pattern in design
- 12:17Style transfer pattern
- 15:49Synesthetic pattern explained
- 18:14Future of generative pipelines
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