wanglifeng1022

A2S2K-ResNet

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

CBAM-keras

CBAM implementation on Keras

ChangeDetectionPCAKmeans

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

COSNet

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

DeepTreeAttention

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

JSTARS_DPN-HRA

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

keras

Deep Learning for humans

pResNet-HSI

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

SENet

Squeeze-and-Excitation Networks

siamese-change-detection

Targeted synthesis of multi-temporal remote sensing images for change detection using siamese neural networks

Siamese-neural-network-for-change-detection

This repository contains the python code for a Siamese neural network to detect changes in aerial images using Tensorflow.

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

changeDetection

MAD IRMAD CVA PCA deeplearning

Classification-of-Hyperspectral-Image

Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network

dcvaVHROptical

Deep Change Vector Analysis

DeepLearning_Demo

深度学习入门的一些简单例子

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

keras-global-context-networks

Keras implementation of Global Context Attention blocks

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-keras

Naive implementation of SENet in Keras

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

SRCDNet

The pytorch implementation for "Super-resolution-based Change Detection Network with Stacked Attention Module for Images with Different Resolutions ".

tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility