robbiebarrat/art-DCGAN

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

2003 stars · 327 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A modified Torch implementation of DCGAN focused on generating artworks, with support for 128x128 images and resuming training from checkpoints. It ships pre-trained generator and discriminator models for landscapes, portraits, nude-portraits, and abstract landscapes.

Use cases

• generate abstract landscape paintings with a gan
• generate portrait paintings using pretrained models
• train a dcgan on my own artwork dataset
• resume gan training from a checkpoint with a different dataset
• experiment with generative art models

When to choose

• you want to generate or experiment with AI-generated paintings using classic GANs
• you need pre-trained art models for landscapes or portraits
• you want a simple, hackable DCGAN codebase to modify and retrain

When to avoid

• you need modern high-resolution diffusion or transformer-based image generation
• you require a maintained framework with active support or a permissive license
• you cannot run Torch or lack GPU resources for training

Facets

library · maturity maintenance

machine-learning deep-learning image-processing machine-learning deep-learning artificial-intelligence graphics lua gan dcgan generative-art torch pretrained-models painting gpu linux macos

Member repositories

For agents

markdown · JSON · MCP: product_card(name="robbiebarrat/art-DCGAN")