← all repositories

CSAILVision/gandissect

Pytorch-based research tool for dissecting and visualizing the internal representations of Generative Adversarial Networks.

1.8k stars Python ML Frameworks
gandissect
Velocity · 7d
+0.6
★ / day
Trend
steady
star history

GANDissect provides tools to inspect the internal representations of GAN models, identifying how individual neurons align with human-interpretable concepts. It enables interactive visualization through GANPaint and generates static dissection summaries. Built on PyTorch, the project supports analyzing different GAN layers, diagnosing artifacts, and performing interventions like removing objects from generated images.

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