LucidPlayground

Lucid Playground is an interactive feature visualization interface, providing some of Lucid's functionality in the browser. It uses the LucidJS library, which is based onTensorflow JS. Obviously the name and the format are strongly inspired by Tensorflow Playground.

Be sure to read Feature Visualization and the other related Distill articles to get some more information about the underlying concepts.

Installation

1. Clone

git clone https://github.com/stefsietz/LucidPlayground.git
cd LucidPlayground

2. Install NPM packages

npm install

(Obviously you need npm installed)

3. Download models and put them into the public directory (structure should be src/public/models/[AlexNet|...]).

4. Run

npm start

How to Cite

If you find this work useful, please consider using the follwing citing template:

@article{Sietzen2019,
  author = {Sietzen, Stefan and Waldner, Manuela},
	title = {Interactive Feature Visualization in the Browser},
	journal = {Proceedings of the Workshop on Visualization for AI explainability (VISxAI)},
	year = {2019},
	editors = {El-Assady, Mennatallah and Chau, Duen Horng (Polo) and Hohman, Fred and Perer, Adam and Strobelt, Hendrik and Viégas, Fernanda},
	url = {http://visxai.stefansietzen.at/}
}