PICTURE

PICTURE: PhotorealistIC virtual Try-on from UnconstRained dEsigns

Shuliang Ning*, Duomin Wang, Yipeng Qin, Zirong Jin, Baoyuan Wang, Xiaoguang Han

<a href='https://ningshuliang.github.io/2023/Arxiv/index.html'><img src='https://img.shields.io/badge/Project-Page-Green'></a> <a href='https://arxiv.org/abs/2312.04534'><img src='https://img.shields.io/badge/Paper-Arxiv-red'></a>

<img src=".\figs\teaser_GAP.jpg" alt="richdreamer" style="zoom:200%;" /> <!-- ## TODO :triangular_flag_on_post: - [ ] Provide the generation trial on [ModelScope's 3D Object Generation](https://modelscope.cn/studios/Damo_XR_Lab/3D_AIGC/summary) - [ ] Text to ND Diffusion Model - [ ] Multiview-ND and Multiview-Albedo Diffusion Models - [ ] Release code (The code will be public around the end of Dec.2023.) -->

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 or Hugging Face 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

Experiments

<!-- ## Citation ``` @article{qiu2023richdreamer, title={RichDreamer: A Generalizable Normal-Depth Diffusion Model for Detail Richness in Text-to-3D}, author={Lingteng Qiu and Guanying Chen and Xiaodong Gu and Qi zuo and Mutian Xu and Yushuang Wu and Weihao Yuan and Zilong Dong and Liefeng Bo and Xiaoguang Han}, year={2023}, journal = {arXiv preprint arXiv:2311.16918} } ``` -->