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Neural Image Correction and Enhancement Routine

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NICER

Neural Image Correction and Enhancement Routine

This repository contains a PyTorch implementation of:

"NICER: Aesthetic Image Enhancement with Humans in the Loop" [ACHI2020]

by M. Fischer, K. Kobs and A. Hotho. The publication can be found at the ThinkMind(TM) Digital Library.

Installation

To install and run this framework, it is recommended that you create a conda environment. For further information on managing conda environments, confer the docs. Afterwards, head over to PyTorch and install the appropriate PyTorch and Cuda versions.

Once PyTorch is installed, go ahead and clone this repository. Then install the required libraries:

pip install opencv-python
pip install -r requirements.txt

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  • Python 100.0%