GitHub - pgavallas/CNN_pred: Sample code for the prediction of one or several variables based on a set of images using Keras. Tested on tensorflow 2.10 with a GPU setup. In this case it was used for the prediction of the homogenized stiffness of stochastic volume elements (as binary images) in a composite material as shown in the following paper.

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Name		Name	Last commit message	Last commit date
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InputData		InputData
OutputData		OutputData
CNN_predict.py		CNN_predict.py
CNN_train.py		CNN_train.py
VAE.py		VAE.py

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Sample code for the prediction of one or several variables based on a set of images using Keras. Tested on tensorflow 2.10 with a GPU setup. In this case it was used for the prediction of the homogenized stiffness of stochastic volume elements (as binary images) in a composite material as shown in the following paper.

www.sciencedirect.com/science/article/pii/S0045782524004638