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The Top 23 Hyperspectral Image Classification Open Source Projects

Open source projects categorized as Hyperspectral Image Classification
Categories > Hyperspectral Image Classification
Spectral ⭐ 423
Python module for hyperspectral image processing
dependent packages 4total releases 6most recent commit a year ago
Hyperspectral Classification ⭐ 309
Hyperspectral-Classification Pytorch
most recent commit 2 years ago
Hybridsn ⭐ 276
A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".
most recent commit 4 months ago
Ssrn ⭐ 160
This is a tensorflow and keras based implementation of SSRNs in the IEEE T-GRS paper "Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework".
most recent commit 2 years ago
A2s2k Resnet ⭐ 132
A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification
most recent commit a year ago
Mft ⭐ 123
Pytorch implementation of Multimodal Fusion Transformer for Remote Sensing Image Classification.
most recent commit 4 months ago
Freenet ⭐ 99
FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification (TGRS 2020) https://ieeexplore.ieee.org/document/9007624
most recent commit 6 months ago
Hsi Traditional To Deep Models ⭐ 98
Pytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.
most recent commit 2 years 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
2018 Remotesens Fdssc ⭐ 74
A Fast Dense Spectral-Spatial Convolution Network Framework for Hyperspectral Images Classification(FDSSC)
most recent commit 5 years ago
Classification Of Hyperspectral Image ⭐ 73
Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network
most recent commit 5 years ago
Ieee_tnnls_tstnet ⭐ 42
Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification. IEEE TNNLS, 2021.
most recent commit 3 months ago
Dimensionality Reduction And Classification On Hyperspectral Images Using Python ⭐ 36
In this repository, You can find the files which implement dimensionality reduction on the hyperspectral image(Indian Pines) with classification.
most recent commit 4 years ago
Hyperspectral Image Target Detection Based On Sparse Representation ⭐ 36
Hyperspectral image Target Detection based on Sparse Representation
most recent commit 6 years ago
G2c Conv3d Hsi ⭐ 31
PyTorch implementation of the paper - Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution
most recent commit 2 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
Deephs_fruit ⭐ 29
Measuring the ripeness of fruit with Hyperspectral Imaging and Deep Learning
most recent commit 4 months ago
Demo_dffn_for_tgrs2018 ⭐ 28
A deep learning-based method for hyperspectral image classification, which published in IEEE Trans. Geosci. Remote Sens., 2018.
most recent commit 3 years ago
Hsi Sdecnn ⭐ 23
Source code of "A Single Model CNN for Hyperspectral Image Denoising"
most recent commit 3 years ago
Ieee_tgrs_ldgnet ⭐ 22
Language-aware Domain Generalization Network for Cross-Scene Hyperspectral Image Classification, IEEE TGRS, 2023.
most recent commit 5 months ago
Ssun ⭐ 22
Spectral-Spatial Unified Networks for Hyperspectral Image Classification
most recent commit 4 years ago
Darecnet Bs ⭐ 21
DARecNet-BS: Unsupervised Dual Attention Reconstruction Network for Hyperspectral Band Selection
most recent commit 3 years ago
Data_fusion_hsi_lidar ⭐ 20
HSI and LiDAR image fusion based on Deep Learning
most recent commit 6 years ago
The 2 Latest Releases In Hyperspectral Image Classification Open Source Projects
Spectral ⭐ 423
Python module for hyperspectral image processing
dependent packages 4total releases 6latest release October 02, 2022most recent commit a year ago
Pycoal ⭐ 14
Python toolkit for characterizing Coal and Open-pit surface mining impacts on American Lands
total releases 5latest release June 08, 2017most recent commit 4 years ago
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