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The Top 23 Hyperspectral Open Source Projects

Open source projects categorized as Hyperspectral
Categories > Hyperspectral
Spectral ⭐ 423
Python module for hyperspectral image processing
dependent packages 4total releases 6most recent commit a year ago
A2s2k Resnet ⭐ 132
A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification
most recent commit a year ago
Hyperspectral_image_analysis_simplified ⭐ 77
The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.
most recent commit 3 years ago
Pymcr ⭐ 45
pyMCR: Multivariate Curve Resolution for Python
dependent packages 2total releases 14most recent commit 3 years agopypi pyMCR} Downloads
Super Resolution ⭐ 40
A framework for multiframe super-resolution (enhancing the quality of an image from multiple similar low-resolution images) with support for hyperspectral imaging data.
most recent commit 7 years ago
Rosettasciio ⭐ 37
Python library for reading and writing scientific data format
total releases 2most recent commit 3 months ago
Hyperspectral Image Spatial Super Resolution Via 3d Full Convolutional Neural Network ⭐ 36
Hyperspectral Image Spatial Super-Resolution via 3D-Full-Convolutional-Neural-Network
most recent commit 6 years ago
Liveviewopencl ⭐ 32
Open Source real-time visualization tools for Imaging Spectrometer development
most recent commit 3 years ago
Sensor Specific Hyperspectral Image Feature Learning ⭐ 31
Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks
most recent commit 7 years ago
Dphsir ⭐ 27
PyTorch implementation of "Deep Plug-and-Play Prior for Hyperspectral Image Restoration" (Neurocomputing 2022)
most recent commit 8 months ago
One Pix ⭐ 24
An open source Python single-pixel imaging kit for educational and research purposes.
most recent commit 3 months ago
Hyperspectral Soilmoisture Dataset ⭐ 21
Hyperspectral and soil-moisture data from a field campaign based on a soil sample. Karlsruhe (Germany), 2017.
most recent commit 3 years ago
Exif ⭐ 18
Dead simple exchangeable image file format tools for Go optimized for large image files using lazy loading.
most recent commit a year ago
Hyperspectral Regression ⭐ 18
Code examples for the book chapter "Supervised, Semi-Supervised and Unsupervised Learning for Hyperspectral Regression".
most recent commit 9 months ago
Starcop ⭐ 18
Official code for STARCOP: Semantic Segmentation of Methane Plumes with Hyperspectral Machine Learning models 🌈🛰️
most recent commit 4 months ago
Liveviewlegacy ⭐ 18
Real-time tools for Imaging Spectroscopy Data
most recent commit 2 years ago
Hyperspectral_deeplearning_review ⭐ 18
Code of paper "Deep Learning Classifiers for Hyperspectral Imaging: A Review"
most recent commit 4 years ago
A Fast And Compact 3 D Cnn For Hsic ⭐ 18
The code is associated with the following paper "A Fast and Compact 3-D CNN for Hyperspectral Image Classification". IEEE Geoscience and Remote Sensing Letters
most recent commit 2 years ago
Fusion Of Dual Spatial Information For Hyperspectral Image Classification ⭐ 18
Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS
most recent commit a year ago
Hyperspectral Anomaly Detection Lsunrsorad And Lsad Cr Idw ⭐ 17
This is the code for the paper nemed 'Anomaly Detection for Hyperspectral Imagery Based on the Regularized Subspace Method and Collaborative Representation'
most recent commit 2 years ago
Hypers ⭐ 17
hypers: hyperspectral data structure, data analysis and machine learning
total releases 13most recent commit 3 years ago
Tutorial Ugm Hyperspectral ⭐ 17
A Tutorial on Modeling and Inference in Undirected Graphical Models for Hyperspectral Image Analysis
most recent commit 6 years ago
Mdl4ow ⭐ 14
S. Liu, Q. Shi and L. Zhang, "Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2020.3018879.
most recent commit 3 years ago
The 3 Most Depended On Hyperspectral Open Source Projects
Hyperspec ⭐ 10
hyperSpec: Tools for Spectroscopy
dependent packages 8total releases 17latest release September 13, 2021most recent commit 7 months ago
Spectral ⭐ 423
Python module for hyperspectral image processing
dependent packages 4total releases 6latest release October 02, 2022most recent commit a year ago
Pymcr ⭐ 45
pyMCR: Multivariate Curve Resolution for Python
dependent packages 2total releases 14latest release October 26, 2021most recent commit 3 years agopypi pyMCR} Downloads
The 8 Latest Releases In Hyperspectral Open Source Projects
Rosettasciio ⭐ 37
Python library for reading and writing scientific data format
total releases 2latest release November 09, 2023most recent commit 3 months ago
Crikit2 ⭐ 14
CRIKit2 is a hyperspectral imaging toolkit formerly known as the coherent Raman imaging toolkit.
total releases 12latest release October 13, 2022most recent commit 2 years ago
Spectral ⭐ 423
Python module for hyperspectral image processing
dependent packages 4total releases 6latest release October 02, 2022most recent commit a year ago
Pymcr ⭐ 45
pyMCR: Multivariate Curve Resolution for Python
dependent packages 2total releases 14latest release October 26, 2021most recent commit 3 years agopypi pyMCR} Downloads
Hyperspec ⭐ 10
hyperSpec: Tools for Spectroscopy
dependent packages 8total releases 17latest release September 13, 2021most recent commit 7 months ago
Hypers ⭐ 17
hypers: hyperspectral data structure, data analysis and machine learning
total releases 13latest release December 11, 2018most recent commit 3 years ago
Specio ⭐ 9
specio: Python input/output for spectroscopic files
total releases 2latest release February 09, 2018most recent commit 6 years ago
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