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Attribute-Conditioned Sprites project

Attribute-conditioned sprite generation on open LPC art: a cGAN and a pixel DDPM, each trained twice to test one idea, distilling the attribute encoder from a frozen classifier. On colour pairs never seen in training, that takes the DDPM's gap from 3.26 to 0.03 points.

  • Python,
  • PyTorch,
  • Diffusion
Attribute-Conditioned Sprites

GroundingDINO BBox Labeller

Code on GitHub

Segment Anything BBox Labeller

FastAPI SAM & Grounded-SAM

Code on GitHub

Inpainting using Atrous Convolutions
Ludwig Amadeus
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