reiinakano/fast-style-transfer-deeplearnjs

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1352 stars · 112 forks observed · 2026-08-28

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

A browser-based demo of Fast Neural Style Transfer running entirely client-side with the deeplearn.js library, letting users stylize images or webcam input without any server-side processing. The repository is deprecated and no longer maintained, with its functionality superseded by arbitrary-image-stylization-tfjs and ml5.js.

Use cases

• stylize photos with neural style transfer in the browser
• run a neural network fully client-side without uploading images
• demo deep learning models with deeplearn.js
• apply artistic style filters to webcam input
• learn how to deploy pretrained style transfer models in a web app

When to choose

• you need a reference implementation of in-browser style transfer with deeplearn.js
• you want a privacy-preserving demo where images never leave the user's machine
• you are studying how style transfer models are packaged for the browser

When to avoid

• you need a maintained or production-ready style transfer tool
• you want arbitrary style images without training a new model per style
• your build environment cannot handle the deprecated bower/npm toolchain
• you need mobile-friendly low-bandwidth usage since each style model is ~6.6MB

Facets

application · maturity abandoned

machine-learning image-processing deep-learning deep-learning image-processing computer-vision web-development browser neural-style-transfer deeplearnjs in-browser-inference deprecated demo web-server

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markdown · JSON · MCP: product_card(name="reiinakano/fast-style-transfer-deeplearnjs")