ISR 1.9.2

Image Super Resolution

ISR (Image Super-Resolution) is a library to upscale and improve the quality of low resolution images.

It includes the Keras implementations of:

• The super-scaling Residual Dense Network described in Residual Dense Network for Image Super-Resolution (Zhang et al. 2018)

• The super-scaling Residual in Residual Dense Network described in ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks (Wang et al. 2018)

• A multi-output version of the Keras VGG19 network for deep features extraction used in the perceptual loss

• A custom discriminator network based on the one described in Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network (SRGANS, Ledig et al. 2017)

Read the documentation at: https://idealo.github.io/image-super-resolution/

ISR is compatible with Python 3.6 and is distributed under the Apache 2.0 license.