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What is: ClassSR?

SourceClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

ClassSR is a framework to accelerate super-resolution (SR) networks on large images (2K-8K). ClassSR combines classification and SR in a unified framework. In particular, it first uses a Class-Module to classify the sub-images into different classes according to restoration difficulties, then applies an SR-Module to perform SR for different classes. The Class-Module is a conventional classification network, while the SR-Module is a network container that consists of the to-be-accelerated SR network and its simplified versions.