structureawaredcnn's Introduction

StructureAwareDCNN

Pytorch Implementation of Inverse halftoning through structure-aware deep convolutional neural networks https://arxiv.org/abs/1905.00637

Dataset Format

image_gray: place halftone gray image
gt_gray: place related continous gray image
image_pair.txt: pre row include halftone image name and continous image name, the delimiter is a space.

USE

pretrain ISR net: python main_IRS.py
train: python main_RS.py
demo(generate continous image): python demo_RS.py

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