IGEV/README.md

IGEV-Stereo & IGEV-MVS

This repository contains the source code for our paper:

Iterative Geometry Encoding Volume for Stereo Matching
CVPR 2023
Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang

Environment

• NVIDIA RTX 3090
• Python 3.8
• Pytorch 1.12

Create a virtual environment and activate it.

conda create -n IGEV_Stereo python=3.8
conda activate IGEV_Stereo

Dependencies

conda install pytorch torchvision torchaudio cudatoolkit=11.3 -c pytorch -c nvidia
pip install opencv-python
pip install scikit-image
pip install tensorboard
pip install matplotlib 
pip install tqdm
pip install timm==0.5.4

Demos

Pretrained models can be downloaded from google drive

You can demo a trained model on Middlebury training pairs

python demo.py --restore_ckpt ./pretrained_models/sceneflow/sceneflow.pth