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GitHub topics: hyperspectral-data

songyz2019/rs-fusion-datasets

Remote Sensing Dataset fetcher, loader and benchmarker utils for Joint Classification of Hyperspectral and LiDAR/SAR Data

Language: Python - Size: 1.32 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 31 - Forks: 0

gaetanosettembre/hyperplast

This repository is the official code for the paper "Superpixel-based plastic litter detection in UAV hyperspectral imaging using spectral-textural features" by G. Settembre, G. Gargano and N. Del Buono.

Size: 0 Bytes - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

033labcodes/awesome-hyperspectral-datasets

Awesome datasets for hyperspectral imaging research.

Size: 624 KB - Last synced at: 6 days ago - Pushed at: 13 days ago - Stars: 13 - Forks: 0

Nrevyw/awesome-hyperspectral

Awesome projects, papers, and tools for working with hyperspectral imagery

Size: 984 KB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 46 - Forks: 3

Rupesh4604/Basic_HSI_Datasets

Hyperspectral Imagery Datasets (Indiana Pines, Salinas, Pavia University, Houston datasets). after Atmospheric & geometric corrections (.mat format)

Size: 11.2 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 0 - Forks: 0

nasa-jpl/FlightView

Real-time tools for Imaging Spectroscopy Data

Language: C++ - Size: 58.3 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 26 - Forks: 10

felixriese/CNN-SoilTextureClassification

1-dimensional convolutional neural networks (CNN) for the classification of soil texture based on hyperspectral data

Language: Python - Size: 32.2 KB - Last synced at: 1 day ago - Pushed at: about 3 years ago - Stars: 60 - Forks: 16

priyankshah7/hypers

hypers: hyperspectral data structure, data analysis and machine learning

Language: Python - Size: 11.1 MB - Last synced at: 24 days ago - Pushed at: about 4 years ago - Stars: 19 - Forks: 10

nasa-jpl/LiveViewOpenCL

Open Source real-time visualization tools for Imaging Spectrometer development

Language: C++ - Size: 207 MB - Last synced at: 25 days ago - Pushed at: almost 4 years ago - Stars: 36 - Forks: 21

tgoelles/specarray

Analyse hyperspectral data from SPECIM devices

Language: Python - Size: 8.8 MB - Last synced at: 7 days ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

inthisclimate/BIODIV

Workbench for BIODIV collaborators

Language: Jupyter Notebook - Size: 66.6 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

tilman151/HyperspectralTreeAnalysis

Evaluation of machine learning algorithms on hyperspectral images of forests.

Language: Matlab - Size: 63.2 MB - Last synced at: 2 days ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 2

r-hyperspec/pyperspec

Spectra data handling in Python

Language: Python - Size: 934 KB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

nickstheisen/hsdatasets

The hsdatasets package provides pytorch-DataSet wrappers for the most common hyperspectral data sets with pixel-precise ground-truth annotations.

Language: Python - Size: 103 KB - Last synced at: 10 months ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 3

usnistgov/pyMCR

pyMCR: Multivariate Curve Resolution for Python

Language: Python - Size: 6.69 MB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 79 - Forks: 27

felixriese/lucas2csv

Export Rdata-File of the LUCAS Topsoil Database 2009 to CSV files.

Language: Python - Size: 16.6 KB - Last synced at: 11 months ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 1

collinswakholi/Preview_Hyperspectral_Imaging_Data

Simple GUI to load, preview, perform PCA and save spectral data from Hyperspectral images

Language: MATLAB - Size: 104 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 0

YuxiangZhang-BIT/Data-CSHSI

Open source datasets for Cross-Scene Hyperspectral Image Classification, continuously updated~

Size: 5.16 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 18 - Forks: 4

XiangfeiShen/IEEE_JSTARS2020_SENMAV

Source code for the paper titled "Spatial-Spectral Hyperspectral Endmember Extraction Using a Spatial Energy Prior"

Language: MATLAB - Size: 6.84 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

XiangfeiShen/IEEE_JSTARS2021_fspm

source code for paper titled "Subspace-based Preprocessing Module for Fast Hyperspectral Endmember Selection"

Language: MATLAB - Size: 8.79 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

MeryllEssig/hyperspectral-image-classification

Pixelwise classification with Keras - Hyperspectral Imaging - Indian Pines Dataset

Language: Jupyter Notebook - Size: 6 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 5

namratadutt/Hyperspectral-Classification

Classification of different landcover classes using Hyperspectral data.

Language: Python - Size: 4.88 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

fcorra/uFTIR

An R package to read and process Agilent Cary 620 FTIR microscope images

Language: R - Size: 3.35 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 3

Related Keywords
hyperspectral-data 23 hyperspectral 8 hyperspectral-analysis 5 python 5 hyperspectral-imaging 5 hyperspectral-image-classification 4 remote-sensing 4 machine-learning 4 spectroscopy 4 deep-learning 3 classification 2 awesome 2 convolutional-neural-networks 2 plastic-pollution 2 endmember-extraction 2 hyperspectral-unmixing 2 hyperspectral-image-analysis 2 cameralink 2 hyperspectral-images 2 aviris 2 deep-neural-networks 2 csv 1 lucas-topsoil-database 1 unsupervised-machine-learning 1 soil 1 unsupervised-learning-algorithms 1 unsupervised-learning 1 self-modeling-mixture-analysis 1 multivariate-curve-resolution 1 multivariate 1 mixture-modeling 1 pytorch 1 deeplearning 1 raman 1 ir-spectra 1 chemometrics 1 svm 1 ensemble-learning 1 microplastics 1 laboratory 1 environmental-monitoring 1 agilent 1 neural-network 1 fully-connected-network 1 tensorflow 1 matplotlib 1 keras 1 preprocessing 1 fspm 1 senmav 1 domain-generalization 1 domain-adaptation 1 cross-domain 1 pca-analysis 1 matlab-gui 1 matlab 1 image-pca 1 hsi 1 data-visualization 1 3d-hypercube 1 soil-texture 1 rdata 1 qgis 1 gis 1 earth-observation 1 awesome-list 1 hyperspectral-datasets 1 xai 1 uav 1 spectral-spatial-information-fusion 1 plastic-detection 1 plastic 1 drone 1 trento 1 torch 1 sar 1 numpy 1 muufl 1 lidar 1 houston 1 dataset-loader 1 data-fusion 1 data-fetcher 1 berlin 1 augsburg 1 decision-trees 1 analysis 1 biodiversity 1 specim-fx10 1 specim 1 opencl 1 matrix-decompositions 1 hyperspectral-image-denoising 1 data-structures 1 data-analysis 1 clustering 1 soil-texture-classification 1 publication-code 1 publication 1 conference 1