Manish Sahu

https://www.linkedin.com/in/manishsahuiitbhu/ [email protected]

Delhi I like maps, aerial images

Results 4 issues of


                                            Manish Sahu

Use GrabCut type of methods in post-processing.

This is useful for clean edges very sharp.

enhancement

Try Training with Distance Transformation as Label instead of Binary Label.

Use Distance Tranformation Map as label isntead of Binary Label

enhancement

Try modifying loss function such that edges of building and background will have x2 or x3 loss as compared to other pixels. This will help in getting Very sharp boundaries.

Make weights of corner pixels high so that Boundaries are weight high, This can make sharp boundaries.

enhancement

Add mutilple backbones of UNET

1

comment

Apart from vanilla unet, add multiple backbones

enhancement