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 # Optimized High Resolution 3D Dense-U-Net Network for Brain and Spine Segmentation
 Hello everyone, this is a repository containing code to Paper "Optimized High Resolution 3D Dense-U-Net Network for Brain and Spine Segmentation" published at MDPI Applied sciences journal - https://www.mdpi.com/2076-3417/9/3/404 .
 
+The code is intentionally written in simple script like not OOP style to keep as simple as possible.
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 Most useful parts of this repository are python keras scripts with source code for 2D and 3D Dense-U-Net network models. Its an upgraded U-Net that we obtained better results than with classic U-Net and current hardware is capable of fitting it into GPU memory. 3D and 2D versions of Dense-U-Net, Res-U-Net and classic U-Net implementations are included. Happy experimenting and let me know if any of your work is inspired by our work :) !
 
 ## Overview