jcjohnson/neural-style

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

18284 stars · 2641 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A Torch (Lua) implementation of the Gatys et al. neural style transfer algorithm, which combines the content of one image with the artistic style of another using convolutional neural networks. It was one of the most popular reference implementations of the technique.

Use cases

• apply the style of a painting to a photograph
• reproduce results from the Neural Algorithm of Artistic Style paper
• experiment with convolutional neural network style transfer
• generate artistic stylized images from content and style image pairs
• learn how style transfer works in code

When to choose

• you specifically need the classic Gatys optimization-based style transfer algorithm
• you are working in the Torch/Lua ecosystem
• you want a well-known reference implementation for research or study

When to avoid

• you need actively maintained software or modern framework support
• you want fast real-time or feed-forward style transfer
• you prefer PyTorch, TensorFlow, or other modern deep learning frameworks

Facets

library · maturity abandoned

machine-learning deep-learning image-processing deep-learning image-processing computer-vision lua neural-style-transfer torch gan-free research-code style-transfer gpu linux macos

Member repositories

For agents

markdown · JSON · MCP: product_card(name="jcjohnson/neural-style")