Segmentation for Ms roads

Matireals an documentations

about Unet
Model Unet

From code/about code

Unet model

Results of programm

Prediction for model

And the final result of segmentation is

Road segmentation project

Crop in my code

In my program I use random crop in augamentation. That's not thr same with simple crop. That version able to help our model get more information from any parrt of image Example

In that web page we are able to see another example of corps

Unet's decoder

Example

Some information about, how does it works

Information about attention in Unet decoder block About attention and Attention in the unet's decoder