Research interests include spatial data quality, change detection, object detection, deep learning, and smart city.
Change-Detection-Review. A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.
909FDCNN. The implementation of FDCNN in paper - A Feature Difference Convolutional Neural Network-Based Change Detection Method
75CDMI-Net. The implementation of CDMI-Net in Paper - Deep Multiple Instance Learning for Landslide Mapping
27chip_segmentation_fabric. Urban change model designed to identify changes across 2 timestamps
3PdRSCD. 基于『飞桨』的遥感变化检测工具(Remote sensing change detection tool based on『PaddlePaddle』)
2Bi-SRNet. Python
2Awesome-pytorch-list. A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
1SiamCRNN. Tensorflow implementation for Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network
1Awesome-explainable-AI. A collection of research materials on explainable AI/ML
1satellite-image-deep-learning. Resources for deep learning with satellite & aerial imagery
1Land-Cover-Analysis. Land Cover Change Detection using Satellite Image Segmentation.
1LamboiseNet. Master thesis about change detection in satellite imagery using Deep Learning
1awesome-gis. 😎Awesome GIS is a collection of geospatial related sources, including cartographic tools, geoanalysis tools, developer tools, data, conference & communities, news, massive open online course, some amazing map sites, and more.
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