This is used to detect Sand Dunes on Martian Surface Here I have used Image Processing techique called LBP(local binary pattern), the reason being it is illumination invarient it is (LBP) is texture based technique where ever similar texture maches it will consider it as same texture so, basically shadow effect is gone here
data contain two sets one is input which is lbp images of (976px by 976px) and other is masks which contains the masks of lbp images of same size
there are two folders one is train on which model is trained and other is valid on which classification or validation accuracy is checked UNET.py file contains the UNET model
results were applied on 2.png image and output is observed in random.png image
and the output is
i have used padding here.