GAN Studio 🧠✨
Upload. Train. Generate.
❓ How GANs Work
1
Dataset Upload
☁️
Drop your dataset images here
or click to browse • 3–20 images • any format
2
Training Configuration
▾
EPOCHS
50
LEARNING RATE
0.0001
0.0002
0.001
0.01
LATENT DIMENSION
64
ARCHITECTURE
◇ Simple GAN
◆ Deep GAN
⚡ Generator
Latent Z →
Dense 512 →
Dense 1024 →
Reshape →
ConvT 64 →
ConvT 3 →
Output
🔍 Discriminator
Image →
Conv 64 →
Conv 128 →
Flatten →
Dense 256 →
Dense 1 →
Real/Fake
Parameters:
~847K
Latent Z:
64D
LR:
0.0002
▶ Start Training