Xfield-Pytorch

Introduction

This is a project for Advancement in Computer Graphics Course Assignment 2021 of ZJU

We rewrote the origin x-field implementation into pytorch

Here is the origin work https://xfields.mpi-inf.mpg.de/

And here is the origin repo https://github.com/m-bemana/xfields

Note that the flow_vis.py comes from the origin repo

Quick Start

Note : We use python 3.6

1 UI Interface to See Results

pip install -r requirements.txt

​ Then You Can Exec new_ui.py to Run a UI interface created by Us.

​ Note: Before that,you should download the 'data' directory from following address,and put it in the root directory, or the program will not run as expected .

link：https://pan.baidu.com/s/1UGiHJjpR-Mimd6HOTa039Q 
Extraction code：saf5  

​ We have trained some results for you in the data directory.

2 Train and Test by yourself

​ Train:

​ run python xfield_train.py for training.

​ Note to Modify the args in the file

​ Test:

​ run python Gen_video.py for generating result videos

​ Note to Modify the args in the file, It needs to match the args in the training phase.

​ Also, you can run python xfield_test.py to generate a single picture with a brand new coodinate

Authors:

​ LuniumLuk ，Fantast416

Project is currently under developement