to run the code from Anaconda Prompt / Command Prompt/ Power shell 
- First navigate to the ddirectory which contains the code
- Then run the code as follow 
python SRResNetp.py -i .\train\ -o .\ResultsModels\ -m .\ResultsModels\SR -b 1 -e 10 -n 6 -r 0.8

-i: input directory to get the training images
-o: output directory to save the training result 
-m: directory to save the trained model
-b: batch size 
-e: number of epochs
-n: number of input imges
-r: the ratio of training set to testing set