Git Product home page Git Product logo

dain's Introduction

DAIN

[Arxiv] [Project]

This repository contains the code for our CVPR 2017 paper:

Jia Xue, Hang Zhang, Kristin Dana, Ko Nishino
"Differential Angular Imaging for Material Recognition"
in Proc. CVPR 2017

Setup

Prerequisites

  • Ubuntu 14.04
  • NVIDIA GPU + CUDA CuDNN

Getting Started

  • Clone this repo:
git clone [email protected]:mrxue1993/DAIN.git
cd DAIN
  • Compile the code by running compile.m
  • Run runExperiment.m

Pretrained models

Datasets

You can find the database here

Acknowledgement

The code is heavily based on the twostreamfusion, it only supports single GPU, if you meet problem to run the code, please check here.

This work was supported by National Science Foundation award IIS-1421134. A GPU used for this research was donated by the NVIDIA Corporation. Thanks to Di Zhu, Hansi Liu, Lingyi Xu, and Yueyang Chen for help with data collection.

dain's People

Contributors

jiaxue-ai 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.