---
license: mit
tags:
  - dcgan
  - image-generation
  - pytorch
  - celeba
---

# DCGAN — CelebA Face Generator

Standard DCGAN trained on CelebA aligned faces for 100 epochs.

| Property | Value |
|---|---|
| Latent dim | 100 |
| Output | 64×64 RGB |
| Optimizer | Adam lr=0.0002 β=(0.5, 0.999) |
| Epochs | 100 |
| Dataset | CelebA (train split) |

Used by the **"What I Saw Before The Darkness"** Gradio app, which lets you
progressively destroy the generator's ability to render faces by ablating
(zeroing out) its convolutional channels.