Image enhancement processing framework ESRGAN network structure, papers and source code
1. Network structure
The basic structure of SRResNet is as follows:
upgrades and improvements
2. Detailed structure
5 conv modules form a Dense block, and 3 Dense blocks form an RRDB (the residual module in the dense residual), and 23 RRDBs are used continuously in the paper.
The discriminator is the same as SRGAN, with multi-layer convolution, and finally gets a patch. The generator is somewhat different, and the residual blocks are replaced with RRDB
3. Paper address:
https://arxiv.org/pdf/1809.00219.pdf
4. Source address:
