Neural Enhance

WHAT IS IT?

This model aims at improving the image quality in terms of resolution and colors of the image. With the help of deep learning, the model is trained on the data with the aim of increasing the quality of the image.

HOW TO USE?

To create a docker Container run the following commands:

1. docker run --rm -v pwd:/ne/input -it alexjc/neural-enhance --help

2. alias enhance='function ne() { docker run --rm -v "$(pwd)/dirname ${@:$#}":/ne/input -it alexjc/neural-enhance ${@:1:$#-1} "input/basename ${@:$#}"; }; ne'

To run The Inference Script run this command For single image: enhance --zoom=<times you want to zoom the image> --model=repair <input image>

For multiple imag: enhance --zoom=<times you want to zoom the image "images/*.jpg"

SAMPLE COMMAND

enhance --zoom=1 --model=repair images/broken.jpg | ARGUMENTS | DETAILS | HELP OPTIONS | |---|---|---| |–zoom | Zoom ratio | Ratio of output and input image size |

WHAT ARE THE REQUIREMENTS?

Docker