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Yantao XI's Projects

clustering icon clustering

聚类分析: K均值聚类算法、层次聚类算法

cnn_facesrecognition icon cnn_facesrecognition

自己训练识别模型;支持从照片、视频、摄像头获取人脸数据集;支持识别照片、视频、摄像头中的人脸。

cnn_ucmerced-landuse_caffe icon cnn_ucmerced-landuse_caffe

Based on the deep learning framework (Caffe), the classification of the optical remote sensing image UCMerced LandUse dataset was completed.

compgeo icon compgeo

Computational geosciences resource at UiS

content_guided_cnn icon content_guided_cnn

Q. Liu, L. Xiao, J. Yang and J. C. Chan, "Content-Guided Convolutional Neural Network for Hyperspectral Image Classification," in IEEE Transactions on Geoscience and Remote Sensing, vol. 58, no. 9, pp. 6124-6137, Sept. 2020, doi: 10.1109/TGRS.2020.2974134.

count-files icon count-files

A CLI utility written in Python to help you count files, grouped by extension, in a directory. By default, it will count files recursively in current working directory and all of its subdirectories, and will display a table showing the frequency for each file extension (e.g.: .txt, .py, .html, .css) and the total number of files found.

crawgovdata icon crawgovdata

爬取政府网站的数据(赣州、吐鲁番、大理、太原、大庆)

crcpython icon crcpython

Image Analysis, Classification and Change Detection in Remote Sensing

csv2shp icon csv2shp

Simple tool to conver csv files to shape files

data_preprocessing icon data_preprocessing

常见的数据预处理,包括数据加载、缺失值&异常值处理、描述性变量转换为数值型、训练测试集划分、数据规范化

datashine icon datashine

《Python统计与数据分析实战》课程代码,包含了大部分统计与非参数统计和数据分析的模型、算法。回归分析、方差分析、点估计、假设检验、主成分分析、因子分析、聚类分析、判别分析、对数线性模型、分位回归模型以及列联表分析、非参数平滑、非参数密度估计等各种非参数统计方法。

datavisualization icon datavisualization

Visualization tool for exploring remote sensing data and view processing results

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

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