FWD: Real-time Novel View Synthesis with Forward Warping and Depth (CVPR 2022)

This is the code for our recent CVPR 2022 paper on novel view synthesis:

FWD: Real-time Novel View Synthesis with Forward Warping and Depth

Ang Cao, Chris Rockwell, Justin Johnson

If you find this code useful, please consider citing:

    @article{Cao2022FWD,
    author    = {Cao, Ang and Rockwell, Chris and Johnson, Justin},
    title     = {FWD: Real-time Novel View Synthesis with Forward Warping and Depth},
    journal   = {CVPR},
    year      = {2022},
    }

Note This code is still preliminary. Please check To Do List.

Usage Instructions

1. Environment Setup

2. Getting Data

3. Training & Evaluation

4. To Do List

Acknowledgments

Our code is built upon Pytorch3D and SynSin. We would like to acknowledge them for making great code openly available for us to use.

Download Source Code