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giser18's Projects

scattnet icon scattnet

Semantic Segmentation Network with Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing Images

self_taught icon self_taught

This repository contains the exercises for "The Self-Taught Programmer: The Definitive Guide to Programming Professionally."

semantic-segmentation-1 icon semantic-segmentation-1

采用Pytorch的入门语义分割项目,支持的网络有Unet和Segnet;遥感语义分割;Unet;Segnet;Remote sensing semantic segmentation;

semantic-segmentation-2 icon semantic-segmentation-2

Digital Image Processing Course project: Semantic Segmentation using Keras (FCN, UNET, ENET, CRFasRNN)

senet_keras icon senet_keras

Implementation of Squeeze-and-Excitiation Network on Keras

sentinelgif icon sentinelgif

Create High Resolution GIF animation From Sentinel-2 images, based on vincentsarago/landsatgif

site icon site

Course materials for the Automating GIS processes -course, University of Helsinki, Finland

skyunet icon skyunet

Remote Sensing Image Segmentation using U-Net

smaat-unet icon smaat-unet

PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"

spa-gan_for_cloud_removal icon spa-gan_for_cloud_removal

This is the source code of my graduation thesis named Cloud Removal for High-resolution Remote Sensing Imagery based on Generative Adversarial Networks. In this work, I proposed a novel model called spatial attention generative adversarial networks or SpA GAN, which use spatial attention networks (SPANet) as generator.

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