jiaxue-ai/Deep-Encoding-Pooling-Network-DEP-

Code release for "Deep Texture Manifold for Ground Terrain Recognition", CVPR 2018

Python

Deep-Encoding-Pooling-Network-DEP-

[Paper] [Project]

This repository contains the code for our CVPR 2018 paper:

Jia Xue, Hang Zhang, Kristin Dana
"Deep Texture Manifold for Ground Terrain Recognition"
in Proc. CVPR 2018

Setup

Prerequisites

Ubuntu 14.04
Pytorch 0.4.0

Getting Started

Clone this repo:

git clone git@github.com:jiaxue1993/Deep-Encoding-Pooling-Network-DEP-.git
cd Deep-Encoding-Pooling-Network-DEP-

Install Pytorch-Encoding
Download the database, release to dataset folder
Run the code by bash run.sh

Datasets

You can find the database here

Acknowledgement

This work was supported by National Science Foundation award IIS-1421134. A GPU used for this research was donated by the NVIDIA Corporation.