Machine learning tool to detect landslides from optical satellite imagery

Improved DeepLabV3+ model for landslide identification in high-resolution remote sensing images after earthquakes

利用faster-rcnn目标检测网络实现滑坡的提取

Semantic-segmentation-methods-for-landslide-detection

Repo for data sharing. Open Science!

Supplementary code for the paper "Landslide Susceptibility Modeling by Interpretable Neural Network"

Code for our JSTARS paper: "Urban Functional Zone Mapping With a Bibranch Neural Network via Fusing Remote Sensing and Social Sensing Data".

This project delineates urban functional zones in London, UK by analyzing Point of Interest (POI) data extracted from OpenStreetMap.

A dataset built by Central South University for urban scene classification

POI搜索工具、地理编码工具

深度学习经典、新论文逐段精读

Self complemented word embedding methods using CBOW，skip-Gram，word2doc matrix , word2word matrix ,基于CBOW、skip-gram、词-文档矩阵、词-词矩阵四种方法的词向量生成

高光谱图像分类基础，包含代码、数据集、分类结果矩阵、颜色映射矩阵与可视化结果图。代码中使用了六个分类器，分别是KNN、SVM、RF、1DCNN、基于lenet的2DCNN、HybridSN

Papers related to remote sensing in CVPR 2024

SC-GCN source code

Official implementation of the paper "Geographic mapping with unsupervised multi-modal representation learning from VHR images and POIs"

Parcel Generation with OSM Road Network

百度以及高德地图POI数据和POI边界坐标数据(目前仅限百度)爬取代码，采用Python编写

疫情数据爬虫，2019新型冠状病毒数据仓库，轨迹数据，同乘数据，报道

百度飞桨极限挑战赛-城市区域功能分类

第五届百度西安交大大数据赛 ‘划水’队 初赛 第9名 复赛 第23名