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3dcae-hyperspectral-classification

Unsupervised Spatial-Spectral Feature Learning by 3-Dimensional Convolutional Autoencoder for Hyperspectral Classification

8-puzzle

Solution to 8-puzzle (more generic one) problem using Python

8puzzlebypython

a-fast-and-compact-3-d-cnn-for-hsic

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

a2s2k-resnet

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

ainet

Code and data: Hyperspectral Classification Based on 3D Asymmetric Inception Network with Data Fusion Transfer Learning

bass-net

Band-Adaptive Spectral-Spatial Feature Learning Deep Neural Network for Hyperspectral Image Classification

big_data_for_chimps-code

Docker files for the example code in Big Data for Chimps

books

Online resources for Python Crash Course (Second Edition), from No Starch Press

classification-of-hyperspectral-image

Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network

cnn_hsic_mrf

This is a TensorFlow implementation of Convolutional Neural Network for Hyperspectral Image Classification

coding-problems

Solutions for various coding/algorithmic problems and many useful resources for learning algorithms and data structures

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cross-domain-cnn

Cross Domain CNN for Hyperspectral Image Classification

data_fusion_hsi_lidar

HSI and LiDAR image fusion based on Deep Learning

datasciencecoursera

datasharing

The Leek group guide to data sharing

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deephyperx

Deep learning toolbox based on PyTorch for hyperspectral data classification.

deepinterests

深度有趣

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deeptreeattention

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

dimensionality-reduction-and-classification-on-hyperspectral-images-using-python

In this repository, You can find the files which implement dimensionality reduction on the hyperspectral image(Indian Pines) with classification.

dl_for_rsis

Deep Leaning (DL) for remote sensing image (RSI) classification.

earthmapper

Pipeline for the Semantic Segmentation (i.e., classification) of Remote Sensing Imagery

efficientnet-hybrid-swin-transformer

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

extendedmorphologicalprofiles

Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles