/Image-Super-Resolution-SRCNN

Deployed the super-resolution convolution neural network (SRCNN) using Keras. Recovers a high-resolution image from a low-resolution input.

Primary LanguageJupyter Notebook

Image Super Resolution-SRCNN

Deployed the super-resolution convolution neural network (SRCNN) using Keras. Recovers a high resolution image from a low resolution input.

1. Create a folder named "images"
2. Create another folder named "source"
3. Get the source image from http://mmlab.ie.cuhk.edu.hk/projects/SRCNN.html
4. Download the pre-trained weights from this github: https://github.com/MarkPrecursor/SRCNN-keras (File_name: 3051crop_weight_200.h5)