GAN FOR COLOURING LOW CONTRAST IMAGES

WHAT IS IT?

Its a GAN used to increase the contrast of low contrast images.Here a CNN is train to map from a grayscale input to a distribution over quantized color value outputs using the architecture given in the paper.

HOW TO USE?

To run The Inference Script run this command - python run.py -modelpath models/model.06-2.5489.hdf5 -input ../input/5_image.png -use_gpu 1 . USE python run.py --help for help functions

usage: python run.py -h run.py [-h] [-input INPUT] [-modelpath MODELPATH] [-use_gpu USE_GPU] optional arguments: -h, --help            show this help message and exit -input                       INPUT                Mention the input -modelpath              MODELPATH     Mention the model path -use_gpu                 USE_GPU          Percentage of gpu

WHAT ARE THE REQUIREMENTS?

To get all the requirements and dependencies installed run the command For GPU - pip install -r gpu_requirements.txt For CPU - pip install -r cpu_requirements.txt