Giter VIP home page Giter VIP logo

neural_3d_video's Introduction

Neural 3D Video Synthesis Dataset

This repository contains the dataset used for the CVPR paper "Neural 3D Video Synthesis from Multi-View Video".

Project Page | Paper | Video | License: CC-BY-NC 4.0

Check the Release Page for all the datase files.

Each of the dataset contains the following files

cam00.mp4
cam01.mp4
cam02.mp4
...
cam19.mp4
cam20.mp4
poses_bounds.npy

All the *.mp4 files are the processed synchronized videos compressed in mp4 format. The poses_bounds.npy files stores the camera pose information for each video. The details of format can refer to NeRF dataset pose format.

Notes:

  • For all the dataset, cam00.mp4 is the center reference camera which we held out for testing.
  • We have already filtered out the camera stream that is either unsynchronized, or have significant inconsistency in observations. If a camera stream ID does not exist in the folder, this is the invalid camera stream that has been filtered.
  • The poses_bounds.npy store all the camera poses correspond to their sequential sorted order in the folder. If cam03.mp4 does not exist in the final folder, it does not contain the pose for that. The length of total cameras in the poses_bounds.npy file should be equal to the total number of valid video streams.

neural_3d_video's People

Contributors

zhaoyang-lv avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.