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xyt556/Road-Extraction-Image-Processing

An efficient Algorithm to extract road network from high resolution satellite images

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xyt556/AHP

层次分析法

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xyt556/road_detection_mtl

Road Detection from Remote Sensing Imagery using Deep Learning Techniques

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xyt556/pytorch_img_classification_for_competition

use pytorch to do image classification

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xyt556/pyinstaller

Freeze (package) Python programs into stand-alone executables

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xyt556/GDAL_scripts

GDAL scripts generally written in Python

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xyt556/rs_tools

Repo for general remote sensing scripts

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xyt556/PythonScientificPlotting

Some Simple Scripts for plotting scientific data in Python for use in comparing spectrum characteristics between different optical filters and for examining the color spectrum histogram of RAW test images for use in developing differential indices used in remote sensing applications.

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xyt556/EM-DL-Remote-sensing-images-change-detection

a novel change detection method for high resolution remote sensing images based on edge mapping and deep learning

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xyt556/AiLearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

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xyt556/berkeley-stat-157

Homepage for STAT 157 at UC Berkeley

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xyt556/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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xyt556/rindcalc

A Python module for remote sensing index calculations and processing

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xyt556/Landuse_DL

Land use classification or Landform delineation on remote sensing images. Specifically, this repo is to delineate landforms due to the thawing of ice-rich permafrost using Deep Learning.

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xyt556/mrs

Models for Remote Sensing

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xyt556/HuahaoV02

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xyt556/robosat

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

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xyt556/multiSpectrRetrieval

Remote Sensing retrievals using multiple spectral bands

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xyt556/Landsat-Classification-Using-Convolution-Neural-Network

Source code and files mentioned in the medium post titled "Is CNN equally shiny on mid-resolution satellite data?" available at https://towardsdatascience.com/is-cnn-equally-shiny-on-mid-resolution-satellite-data-9e24e68f0c08

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xyt556/pykic

Python module for remote sensing and GIS domain (image/signal, vector, miscellaneous processing)