RPNet
Hyperspectral Classifier
Matlab implementation of a deep learning-based method for classifying hyperspectral images
[ISPRS JP&RS 2018] Hyperspectral Image Classification via a Random Patches Network
56 stars
1 watching
21 forks
Language: MATLAB
last commit: over 7 years agoLinked from 1 awesome list
deep-learninghyperspectral-image-classificationmatlab
uhub/awesome-matlabRelated projects:
| Repository | Description | Stars |
|---|---|---|
 kgpml/hyperspectral | Developing Deep Learning models for classifying land covers in hyperspectral images using Neural Networks | 298 |
 jk123vip/src_somp_matlab | MATLAB implementation of a sparse representation classifier using SOMP for hyperspectral image classification | 43 |
 davidkun/hyperspectraltoolbox | A Matlab toolbox containing various hyperspectral exploitation algorithms for learning and research purposes. | 105 |
 isaacgerg/matlabhyperspectraltoolbox | A MATLAB toolbox providing algorithms and functions for hyperspectral image processing and analysis | 106 |
 ibm/max-resnet-50 | An image classification model using the ResNet-50 architecture, trained on the ImageNet dataset. | 14 |
| ibm/max-inception-resnet-v2 | An image classification model using a third-generation deep residual network. | 27 |
 spaceml-org/starcop | A framework for training and deploying hyperspectral machine learning models for methane plume detection from satellite imagery | 44 |
 yanhengwang-heu/ieee_tgrs_sstformer | A toolbox implementing deep learning-based change detection for hyperspectral images using spectral, spatial, and temporal transformations. | 28 |
 4uiiurz1/pytorch-res2net | Implementations of deep learning architectures using PyTorch for image classification tasks on various datasets. | 112 |
 bruinxiong/senet.mxnet | An implementation of Squeeze-and-Excitation Networks in MXNet for image classification tasks. | 155 |
 hciilab/derpn | Improves object detection by generating region proposals with increased adaptivity. | 156 |
 shaoqingren/spp_net | Re-implementation of an object detection algorithm described in the ECCV 2014 paper Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition. | 364 |
 matlab-deep-learning/convmixer-patches-are-all-you-need | Demonstrates how to implement and train a ConvMixer architecture for image classification in MATLAB | 6 |
 hrnet/hrnet-image-classification | This project provides a Python implementation of high-resolution networks for image classification on ImageNet. | 971 |
 weecology/deeptreeattention | An implementation of a deep learning model for tree species classification from hyperspectral images | 120 |