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3dcae-hyperspectral-classification

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

adaptive-soft-contrastive-learning_icpr2022

ASCL: adpative Soft Contrastive Learning (ICPR2022)

awesome-deeplearning

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

clda-2022

Confident Learning-Based Domain Adaptation for Hyperspectral Image Classification(DOI: 10.1109/TGRS.2022.3166817)

dcfsl-2021

Deep Cross-domain Few-shot Learning for Hyperspectral Image Classification

dmvl

Deep Multiview Learning for Hyperspectral Image Classification

fdgc

fpga-sata-hba

A SATA host (HBA) core based on Xilinx FPGA with GTH. Easy to read/write hard disk. 一个基于Xilinx FPGA中的GTH的SATA host控制器，用来读写硬盘。

hsi_ssftt

L. Sun, G. Zhao, Y. Zheng, and Z. Wu. "Spectral–Spatial Feature Tokenization Transformer for Hyperspectral Image Classification," in IEEE TGRS, 2022.

hybridformer

hyperspectral-image-classification-models

收录及复现的高光谱遥感图像分类模型

iamseancheneyx

《利用Python进行数据分析·第2版》

imask

📸 Self supervised learning techniques for image classification based on mask prediction. Implementation of Vision-Transformer

moco-v3

PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

rn-fsc

Deep Relation Network for Hyperspectral Image Few-Shot Classification

rssan-hyperspectral-image

Residual Spectral–Spatial Attention Network for Hyperspectral Image Classification

s3net

A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)

sc-eadnet

Implementation of SC-EADNet on TGRS 2022.

scconv

SCConv: Spatial and Channel Reconstruction Convolution for Feature Redundancy

self-supervised-learning-for-fine-grained-image-classification

Applied Self Supervised Learning techniques such as Jigsaw as pretext task, SRGAN and SimCLR for fine-grained classification

selfsupervisedclassification

Multi label classification of remote images using self supervised representation

sprlt-net

A DEMO for “Local Transformer With Spatial Partition Restore for Hyperspectral Image Classification (Xue et al., JSTARS, 2022)”

ss-mtr

Code for the paper 'Spectral–Spatial Masked Transformer With Supervised and Contrastive Learning for Hyperspectral Image Classification'.

ssl-sonar-images

Code for our paper Self-supervised Learning for Sonar Image Classification [CVPR 2022]

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.