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Yantao XI's Projects

lt-gee icon lt-gee

Google Earth Engine implementation of the LandTrendr spectral-temporal segmentation algorithm. For documentation see:

magic-sand icon magic-sand

Magic Sand is a software for operating an augmented reality sandbox

maptor icon maptor

A tool to do classification and regression on remote sensing data.

marta-gan icon marta-gan

MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification

mat2csv icon mat2csv

convert .mat files to .csv files in parallel

mdpi-remotesensing-1305061 icon mdpi-remotesensing-1305061

Code accompanying article manuscript "Density Estimates as Object Representations of Agricultural Fields in Remote Sensing".

ml_demo icon ml_demo

对ML建模中的数据清洗、特征工程、数据增强、模型集成等方面内容做梳理

mltemplate icon mltemplate

机器学习(Machine Learning, ML)python简洁实现,包括混合高斯模型,KMeans,决策树,随机森林,K近邻,线性判别分析,逻辑斯蒂回归(梯度下降法,牛顿法),多层感知机(分类+回归),Naive Bayes(离散+高斯),多分类SVM,线性回归,隐马尔可夫模型(包括前向算法,后向算法,Viterbi算法和BaumWelch算法),主成分分析等模型

model icon model

Deep Learning models for marking roads and human buildings in satellite imagery

molusce icon molusce

Modules for Land Use Change Simulations

mooc-dl icon mooc-dl

:man_student: **大学MOOC全课件(视频、文档、附件)下载器

mooc_downloader icon mooc_downloader

学无止下载器,慕课下载器,Mooc下载,慕课网下载,**大学下载,爱课程下载,网易云课堂下载,学堂在线下载,超星学习通下载;支持视频,课件同时下载

mrs icon mrs

Models for Remote Sensing

nc2tif icon nc2tif

Batch convert .nc files to tif files

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