SRCNN (http://mmlab.ie.cuhk.edu.hk/projects/SRCNN.html) implementation using Tensorflow

Dataset Stanford BG (http://dags.stanford.edu/data/iccv09Data.tar.gz)

Down sampling (conovolution stride 2), Up sampling (transpose convolution with stride 2)

Encoder decoder net for Semantic segmentation using pooling and unpooling

Instruction :

Download dataset and unpack into src folder (CamVid https://github.com/alexgkendall/SegNet-Tutorial/tree/master/CamVid from Cambridge University Machine Intelligence Lab)

Run CreateDB script once in main code

CreateDB('CamVid/train')
CreateDB('CamVid/val')

Training plot

Dataset : http://ufldl.stanford.edu/housenumbers/