SISR-Implementation

Single Image Super-Resolution using Deep Learning(for an academic project)

Environment Config:

OS: Windows 10

Python Version: 3.9

TensorFlow Version: 2.4

CUDA Version: 11.2

Instructions for Execution:

1. Fill up the folders DIV2K_train_HR/train and DIV2K_test_HR/test with the training and test images respectively in .jpg format.
2. python [MODEL_NAME_final].py
3. Results and the model in .h5 format will be saved in the base directory.
4. Alternatively, jupyter notebooks have also been provided.

Sincerely,

Priyabrat