Update README

README.md

@@ -1,4 +1,96 @@
 # CNN Explainer
 
 CNN Explainer is an interactive visualization system designed for non-experts
-to learn and examine convolutional neural networks (CNNs).
+to more easily learn about convolutional neural networks (CNNs).
+
+<a href="https://youtu.be/udVN7fPvGe0" target="_blank"><img src="./public/assets/figures/youtube-thumbnail.png" style="max-width:100%;"></a>
+
+## Live Demo
+
+For a live demo, visit: https://poloclub.github.io/cnn-explainer/.
+
+## Running Locally
+
+Clone or download this repository:
+
+```
+git clone [email protected]:poloclub/cnn-explainer.git
+
+# Or use degit, if you don't want to download commit histories
+degit poloclub/cnn-explainer
+```
+
+Install the dependencies:
+
+```
+npm install
+```
+
+Than run CNN Explainer:
+
+```
+npm run dev
+```
+
+Navigate to [localhost:5000](localhost:5000). You should CNN Explainer running in your broswer :)
+
+To see how we trained the CNN, visit the directory [`./tiny-vgg/`](tiny-vgg).
+
+## Credits
+
+CNN Explainer was created by 
+<a href="https://zijie.wang/">Jay Wang</a>,
+<a href="https://www.linkedin.com/in/robert-turko/">Robert Turko</a>, 
+<a href="https://oshaikh.com/">Omar Shaikh</a>,
+<a href="https://haekyu.com/">Haekyu Park</a>,
+<a href="https://nilakshdas.com/">Nilaksh Das</a>,
+<a href="https://fredhohman.com/">Fred Hohman</a>,
+<a href="https://minsuk.com">Minsuk Kahng</a>, and
+<a href="https://www.cc.gatech.edu/~dchau/">Polo Chau</a>,
+which was the result of a research collaboration between 
+Georgia Tech and Oregon State.
+
+We thank
+[Anmol Chhabria](https://www.linkedin.com/in/anmolchhabria),
+[Kaan Sancak](https://kaansancak.com),
+[Kantwon Rogers](https://www.kantwon.com), and the
+[Georgia Tech Visualization Lab](https://vis.gatech.edu)
+for their support and constructive feedback.
+
+For more information, check out our [research manuscript](https://arxiv.org/abs/2001.02004):
+
+[Z. J. Wang](https://zijie.wang/),
+[R. Turko](https://www.linkedin.com/in/robert-turko/),
+[O. Shaikh](https://oshaikh.com/),
+[H. Park](https://haekyu.com/),
+[N. Das](https://nilakshdas.com/),
+[F. Hohman](https://fredhohman.com/),
+[M. Kahng](https://minsuk.com),
+and [D. H. Chau](https://www.cc.gatech.edu/~dchau/).
+CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization.
+<i>arXiv:2001.02004 [cs],</i>
+Apr. 2020.
+
+
+## Citation
+```
+@article{wangCNNExplainerLearning2020,
+ title = {{{CNN Explainer}}: {{Learning Convolutional Neural Networks}} with {{Interactive Visualization}}},
+ shorttitle = {{{CNN Explainer}}},
+ author = {Wang, Zijie J. and Turko, Robert and Shaikh, Omar and Park, Haekyu and Das, Nilaksh and Hohman, Fred and Kahng, Minsuk and Chau, Duen Horng},
+ year = {2020},
+ month = apr,
+ archivePrefix = {arXiv},
+ eprint = {2001.02004},
+ eprinttype = {arxiv},
+ journal = {arXiv:2001.02004 [cs]},
+ keywords = {Computer Science - Artificial Intelligence,Computer Science - Human-Computer Interaction,Computer Science - Machine Learning},
+ primaryClass = {cs}
+}
+```
+
+## Contact
+
+If you have any questions, feel free to [open an issue](https://github.com/poloclub/cnn-explainer/issues/new/choose) or contact [Jay Wang](www.zijie.wang).
+
+