← all repositories

junyanz/iGAN

Interactive GAN-based image generation tool that synthesizes photo-realistic images from user-drawn strokes in real time.

4k stars Python Image · Video · Audio
iGAN
Velocity · 7d
+1.1
★ / day
Trend
steady
star history

iGAN implements an interactive drawing interface powered by deep generative models including GANs and DCGANs. Users can draw strokes specifying color and shape, and the system generates images that satisfy those constraints in real time. The project serves both as an artistic tool and as a visual debugging aid for understanding and exploring the capabilities and limitations of deep generative models.

heatdrop uses Google Analytics to see which pages get read — nothing else. Your call. How we handle data.