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a2s2k-resnet

A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification

ai_projects

I am a full-stack engineer for AI projects, glad to share my experience. pratices make the top engineer.

auto-cnn-hsi-classification

Code for the paper "Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification"

awesome-remote-sensing-change-detection

List of datasets, codes, researchers, and contests related to remote sensing change detection

awesome-satellite-imagery-datasets

List of satellite imagery datasets with annotations for computer vision and deep learning

cbam-keras

CBAM implementation on Keras

changedetection

MAD IRMAD CVA PCA deeplearning

changedetection-1

Change detection program including IRMAD, MM, MRF etc. python

changedetectionpcakmeans

MATLAB implementation for "Unsupervised Change Detection in Satellite Images Using Principal Component Analysis and k-Means Clustering".

classification-of-hyperspectral-image

Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network

cosnet

See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks (CVPR19)

crcpython

Image Analysis, Classification and Change Detection in Remote Sensing

dcvavhroptical

Deep Change Vector Analysis

deeplearn_hsi

Source code for ``Deep Learning-Based Classification of Hyperspectral Data'' published at JSTAR

deeplearning_demo

深度学习入门的一些简单例子

deeptreeattention

Implementation of Hang et al. 2020 "Hyperspectral Image Classification with Attention Aided CNNs" for tree species prediction

fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

fcsn_for_changedetection_igarss2018

Fully Convolutional Siamese Networks for Change Detectionno

fully_convolutional_change_detection

hsi-classification

HyperSpectral Image Classification With DeepLearning

jstars_dpn-hra

Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification, JSTARS, 2020

keras

Deep Learning for humans

keras-global-context-networks

Keras implementation of Global Context Attention blocks

presnet-hsi

Source code of "Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification"

pytorch-srresnet

pytorch implementation for Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network arXiv:1609.04802

sar-change-detection-mlfn

Source code for our GRSL19 paper "Transferred deep learning for sea ice change detection from synthetic aperture radar images"

sar_change_detection_garborpcanet

Matlab code for our GRSL16 paper "Automatic Change Detection in Synthetic Aperture Radar Images Based on PCANet"

sar_change_detection_nr_elm

The matlab code for the JARS16 paper "Change Detection from Synthetic Aperture Radar Images Based on Neighborhood-Based Ratio and Extreme Learning Machine"

senet

Squeeze-and-Excitation Networks

senet-keras

Naive implementation of SENet in Keras