update readme

[voxel-flow] / README.md

diff --git a/README.md b/README.md
index 5abb631c2e8ae5e43b055e7dddbe13be81c568da..2a632660662563e7711a09558f26d5d487ca3056 100755 (executable)
--- a/README.md
+++ b/README.md
@@ -1,12 +1,12 @@
 # Video Frame Synthesis using Deep Voxel Flow
 [[Project]](https://liuziwei7.github.io/projects/VoxelFlow) [[Paper]](https://arxiv.org/abs/1702.02463)   
 
-<img src='./misc/demo.gif' width=640>
+<img src='./misc/demo.gif' width=720>
 
 ## Overview
 `Deep Voxel Flow (DVF)` is the author's re-implementation of the video frame synthesizer described in:  
 "Video Frame Synthesis using Deep Voxel Flow"   
-[Ziwei Liu](https://liuziwei7.github.io/), [Raymond A. Yeh](http://www.isle.illinois.edu/~yeh17/), [Xiaoou Tang](http://www.ie.cuhk.edu.hk/people/xotang.shtml), [Yiming Liu](http://bitstream9.me/), [Aseem Agarwala](http://www.agarwala.org/)
+[Ziwei Liu](https://liuziwei7.github.io/), [Raymond A. Yeh](http://www.isle.illinois.edu/~yeh17/), [Xiaoou Tang](http://www.ie.cuhk.edu.hk/people/xotang.shtml), [Yiming Liu](http://bitstream9.me/), [Aseem Agarwala](http://www.agarwala.org/) (CUHK & UIUC & Google)
 In International Conference on Computer Vision (ICCV) 2017, Oral Presentation
 
 <img src='./misc/demo_teaser.jpg' width=800>
@@ -25,6 +25,10 @@ python voxel_flow_train.py --subset=train
 ``` bash
 python voxel_flow_train.py --subset=test
 ```
+* Run the evaluation script:
+``` bash
+matlab eval_voxelflow.m
+```
 
 ## License and Citation
 The use of this software is RESTRICTED to **non-commercial research and educational purposes**.