Remember the last time you went on a trip with your loved ones and took some nice photos to keep as memories, but when you went back home and swiped through them, you found they were very blurry and low quality? Now, all you have remaining of those beautiful moments are your own mental memories and those blurry photos. Wouldn't it be great if your photos could be made crystal clear and you could see every detail in them?
Super-resolution is the process of converting low-resolution images into high-resolution images based on the approximation of pixel information. While it may not be entirely magical today, it will certainly be a life-saver in the future when the technology has progressed enough to become a common AI application.
In this project, we will build an app that uses a deep learning model hosted on DigitalOcean Droplet...