Deep Learning based image Super-Resolution to enhance photos - CV-Tricks.com

What if you could use Artificial Intelligence to enhance your photos like those seen on TV? Image super-resolution is the technology which allows you to increase the resolution of your images using deep learning so as to zoom into your images. Image super-resolution is a software technique which will let us enhance the image spatial resolution with the existing hardware. Low Resolution(LR) Image: Pixel density within an image is small, hence it offers few details. High Resolution(HR) Image: Pixel density within an image is large, hence it offers a lot of details. A technique which is used to reconstruct a high-resolution image from one or many low-resolution images by restoring the high-frequency details is called as "Super-Resolution".