Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/GAP-LAB-CUHK-SZ/PICTURE
https://github.com/GAP-LAB-CUHK-SZ/PICTURE
Last synced: 24 days ago
JSON representation
- Host: GitHub
- URL: https://github.com/GAP-LAB-CUHK-SZ/PICTURE
- Owner: GAP-LAB-CUHK-SZ
- License: mit
- Created: 2023-12-08T07:31:53.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2024-04-09T09:45:15.000Z (8 months ago)
- Last Synced: 2024-08-04T22:13:37.655Z (4 months ago)
- Language: Jupyter Notebook
- Size: 27 MB
- Stars: 24
- Watchers: 3
- Forks: 0
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
- awesome-virtual-try-on - Project/Code
README
# PICTURE
PICTURE: PhotorealistIC virtual Try-on from UnconstRained dEsigns[Shuliang Ning*](https://ningshuliang.github.io/),
[Duomin Wang](https://dorniwang.github.io/),
[Yipeng Qin](https://profiles.cardiff.ac.uk/staff/qiny16),
[Zirong Jin](https://scholar.google.com/citations?user=6-ARg6AAAAAJ&hl=en),
[Baoyuan Wang](https://sites.google.com/site/zjuwby/),
[Xiaoguang Han](https://gaplab.cuhk.edu.cn/)[![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/watch?v=nEqVbkl2yY0)
## Install
```
- System requirement: Ubuntu20.04
- Tested GPUs: A100 40G.
- Cuda 11.7
```Install requirements using following scripts.
~~~
git clone https://github.com/ningshuliang/PICTURE.git
conda create -n picture
conda activate picture
pip install -r requirements.txt
~~~Download the pretrained weights [baiduyun](https://pan.baidu.com/s/1fSvodcHZJOBWfVihHshUdA?pwd=x7k6) or [Google Drive ](https://drive.google.com/file/d/1Cnjp-iFMbS5O148PVDsYfwUKwoRZ4n5x/view?usp=sharing) and place it in the pretrain_models directory.
## Stage 1
~~~
cd Stage1_Text_to_Parsing
bash test.sh
~~~## Stage 2
~~~
cd Stage2_Parsing_to_Image
bash test.sh
~~~## Architecture
![architecture](doc/architecture.jpg)
## Experiments
![text-to-nd](doc/2type1.jpg)
![text-to-nd](doc/2type2.jpg)
![text-to-nd](doc/2type3.jpg)
![text-to-nd](doc/jumpsuit_dress.jpg)