In this post, we’re going to investigate the field of image super-resolution and its applications in real world. We’ll discuss a brilliant state-of-the-art model involving generative adversarial networks (GANs) for this task and try to understand the underlying logic behind the approach.

So let’s jump right in!

Kindly refer to the link given below for the complete research paper. The model discussed in this post will be based on the approach used in this paper.

Research Paper Link

#generative-adversarial #machine-learning #image-processing #super-resolution #heartbeat

Image Super-Resolution Using Generative Adversarial Networks
1.05 GEEK