anishathalye/neural-style

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

5541 stars · 1487 forks observed · 2026-08-28

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

A Python command-line tool implementing the neural style transfer algorithm (Gatys et al.) in TensorFlow, applying the style of one image to the content of another. It supports multiple style images with blending weights, checkpointing, and various hyperparameter tweaks.

Use cases

• apply a painting's style to a photo
• turn my picture into a Starry Night style image
• blend two art styles onto an image
• run neural style transfer from the command line
• generate artistic images with a deep learning algorithm
• stylize photos like famous painters

When to choose

• you want a simple, well-known implementation of Gatys-style neural style transfer
• you want CLI control over style weights, layer weights, and checkpoints
• you have a GPU or Apple Silicon and want reasonably fast optimization-based stylization

When to avoid

• you need real-time or fast feed-forward style transfer
• you want a GUI or web interface
• you need modern generative models like diffusion-based stylization

Facets

cli-tool · maturity maintenance

machine-learning image-processing deep-learning machine-learning image-processing computer-vision python cross-platform neural-style-transfer tensorflow artistic-style gatys image-synthesis gpu

Member repositories

For agents

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