Update README.md

scripts/README.md

@@ -4,7 +4,23 @@ The scrips and notebooks within this directory are everything needed to download
 ## Explanations
 
 - getFiles.sh: Code used to download the HPWREN archieve to current directory
+Just run this shell file at the place you want the directory to be
+
 - imageLoader.ipynb: Used to sort the HPWREN archieve into (training, testing, validation) subdirectories that Keras can read
+![](screenshots/screenshots/scripts/getPath.PNG)
+Set the mypath to the current location of the HPWREN archieve (filtered)
+Set savepath to the directory you want the sorted data archieve (with training, validation, and test )
+
 - trainingScript.py: Used to define the model and use it to train on the subdirectories that was previously created
+![](screenshots/screenshots/scripts/training.PNG)
+Assign all the subdirectories 
+![](screenshots/screenshots/scripts/training2.PNG)
+This is the location where the model will be saved
+![](screenshots/screenshots/scripts/training3.PNG)
+This is the location where the training history will be saved
+
 - historyEvaluator.ipynb: Used to see the training loss and other metrics of training done of script
+![](screenshots/screenshots/scripts/results.PNG)
+Assign this to where the training history was saved (above)
+
 - testing.ipynb: Used to test new model on training subset
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