purbayankar / DeepDeconvResUNet

Landslide segmentation using Deep Deconvolutional Residual UNet

Deep-Deconvolutional-Residual-UNet

This repository incorporates network deconvolution with deep residual UNet for landslide segmentation task.

Deep ResUNet Paper: https://arxiv.org/pdf/1711.10684.pdf
Network deconvolution Paper: https://arxiv.org/pdf/1905.11926.pdf

Data

The data used in this work can be requested by sending an email to [e-mail]
Data preprocessing has been done according to this repository https://github.com/lpsmlgeobr/Landslide_segmentation_with_unet

Residual UNet Architecture

Deep Residual U-Net Architecture