Giter Club home page Giter Club logo

360_pano's Introduction

360_pano

360 Panorama synthesis with hierarchical network.
Paper submission in progress.

Introduction

Relative FOV estimation and high resolution 360 panorama synthesis based on generative hierarchical network.
The network estimates relative fov from four input sequence then generates the partial equirectangular images.
The equirectangular image is synthesized with hierarchical method (3 scales).

framework

Results

Equirectangular output 512 x 1024

output

Equirectangular output 128 x 256 (rectangular mask)

output

Regular output on different dataset

output

Prerequisites

  • Python 3.5
  • PyTorch
  • OpenCV

Usage

TBD

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.