SRGAN Residual Block

Introduced by Ledig et al. in Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

SRGAN Residual Block is a residual block used in the SRGAN generator for image super-resolution. It is similar to standard residual blocks, although it uses a PReLU activation function to help training (preventing sparse gradients during GAN training).

Source: Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

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Papers

Paper	Code	Results	Date	Stars

Tasks

Task	Papers	Share
Super-Resolution	23	34.85%
Image Super-Resolution	15	22.73%
Single Image Super Resolution	10	15.15%
Quantization	2	3.03%
Knowledge Distillation	1	1.52%
Image Classification	1	1.52%
Image Inpainting	1	1.52%
MRI Reconstruction	1	1.52%
Image-to-Image Translation	1	1.52%