Implementing SRCNN in Python using Keras | Image Super Resolution | Tutorial
Hello there, lets go through another great prject, but before we start make sure you know what single image super resolution is. You can check it out here, Link: • What is Single Image Super Resolution... [Introducion to Single Image Super Resolution]
This video uses Python for performing image super resolution using SRCNN model and is for anyone with a knack for exploring the ever evolving image super resolution field.
Chapters:
00:00 Introduction to SRCNN
03:25 SRCNN Implementation
Resources:
1. Understanding how interpolation works: • Perspective Transformation | Digital ...
2. Image processing functions & pre-trained model weights: https://github.com/MarkPrecursor/SRCN...
3. Source Images: http://mmlab.ie.cuhk.edu.hk/projects/... | Alternate link: https://drive.google.com/drive/folder...
4. SRCNN Model code: https://colab.research.google.com/dri...