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Name: Kun SUN

Type: User

Company: @University of Southern Denmark

Bio: Now I am a PhD student in University of Southern Denmark, studying on using machine learning and deep learning to assess the building stock in our society.

Location: Denmark

Kun SUN's Projects

building-detection icon building-detection

semantic segmentation,DeepLab,U-Net,SCSENet,BAM,DenseASPP,Remote sensing,tensorflow2

building_segmentation icon building_segmentation

Building segmentation in cooperation with the KartAi research project. This repository will explore BEiT and a multi-scale model to be used for building segmentation from orthophotos.

buma icon buma

A repository for the BUilding MAterials model as described in the Journal of Cleaner Production

carbenmats-buildings icon carbenmats-buildings

A Global Database on Whole Life Carbon, Energy and Material Intensity of Buildings (CarbEnMats-Buildings)

cvcmffnet-master icon cvcmffnet-master

We present a novel complex-valued convolutional and multi-feature fusion network (CVCMFF Net) specifically for building semantic segmentation of InSAR images. It can effectively segment the layover, shadow, and background on both the simulated InSAR building images and the real airborne InSAR images. The segmentation performance of CVCMFF Net is significantly improved compared with other state-of-the-art networks. The comparative experiments are link to https://github.com/Jiankun-chen/building-semantic-segmentation-of-InSAR-images

dashboard icon dashboard

A collection of open source projects relevant for industrial ecology practitioners, hosted on GitHub and beyond

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