Noon to Night Color Transfer

Torch implementation for transferring noon image to night image.

Network structure for transformation network looks:

This repository contains train and test codes for reproduce. Pretrained network model and dataset will be distributed soon.

Prerequisites

torch

Getting Started

Installation

Install torch from http://torch.ch/
Clone this repo:

git clone https://github.com/posgraph/coupe.noon-to-night.git
cd coupe.noon_to_night/Noon\ to\ Night

Training and Test Details

you need to specify directories for dataset, checkpoint and sample in main.py
To train a model,

th train.lua

To test the model,

th inference.lua

License

This software is being made available under the terms in the LICENSE file.

Any exemptions to these terms requires a license from the Pohang University of Science and Technology.

About Coupe Project

Project ‘COUPE’ aims to develop software that evaluates and improves the quality of images and videos based on big visual data. To achieve the goal, we extract sharpness, color, composition features from images and develop technologies for restoring and improving by using it. In addition, personalization technology through user preference analysis is under study.

Please checkout out other Coupe repositories in our Posgraph github organization.