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Commit af9a5a7b authored by Byungheong Jeong's avatar Byungheong Jeong
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Update README.md

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......@@ -7,20 +7,20 @@ The scrips and notebooks within this directory are everything needed to download
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)
![](screenshots/screenshots/scripts/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)
![](screenshots/screenshots/scripts/scripts/training.PNG)
Assign all the subdirectories
![](screenshots/screenshots/scripts/training2.PNG)
![](screenshots/screenshots/scripts/scripts/training2.PNG)
This is the location where the model will be saved
![](screenshots/screenshots/scripts/training3.PNG)
![](screenshots/screenshots/scripts/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)
![](screenshots/screenshots/scripts/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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