git.sesse.net Git - voxel-flow/blob - README.md

   1 # Video Frame Synthesis using Deep Voxel Flow
   2 [[Project]](https://liuziwei7.github.io/projects/VoxelFlow) [[Paper]](https://arxiv.org/abs/1702.02463)
   3
   4 <img src='./misc/demo.gif' width=640>
   5
   6 ## Overview
   7 `Deep Voxel Flow (DVF)` is the author's re-implementation of the video frame synthesizer described in:
   8 "Video Frame Synthesis using Deep Voxel Flow"
   9 [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/)
  10 In International Conference on Computer Vision (ICCV) 2017, Oral Presentation
  11
  12 <img src='./misc/demo_teaser.jpg' width=800>
  13
  14 Further information please contact [Ziwei Liu](https://liuziwei7.github.io/).
  15
  16 ## Requirements
  17 * [TensorFlow](https://www.tensorflow.org/)
  18
  19 ## Getting started
  20 * Run the training script:
  21 ``` bash
  22 python voxel_flow_train.py --subset=train
  23 ```
  24 * Run the testing script:
  25 ``` bash
  26 python voxel_flow_train.py --subset=test
  27 ```
  28
  29 ## License and Citation
  30 The use of this software is RESTRICTED to **non-commercial research and educational purposes**.
  31
  32 ```
  33 @inproceedings{liu2017voxelflow,
  34  author = {Ziwei Liu, Raymond Yeh, Xiaoou Tang, Yiming Liu, and Aseem Agarwala},
  35  title = {Video Frame Synthesis using Deep Voxel Flow},
  36  booktitle = {Proceedings of International Conference on Computer Vision (ICCV)},
  37  month = {October},
  38  year = {2017}
  39 }
  40 ```
  41
  42 ## Disclaimer
  43 This is not an official Google product.