ID: 5d8797a1586f124c232d6026

Colourful Image coloration

by Raj Kumar

Colouring Low Contrast Images


License: Other

Tags: Keras Tensorflow GAN Imagenet Computer Vision

Ā Model stats and performance
Dataset Used Imagenet
Framework Keras
OS Used Linux
Publication View
Inference time in seconds per sample.

Screenshots


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

Author View Profile


Raj Kumar
New Delhi, India.
Level 20 25450 XP

1258 Profile
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I love coding

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