Yvette7

Active-Passive-Losses

[ICML2020] Normalized Loss Functions for Deep Learning with Noisy Labels

YOLOv5-LPRNet-Licence-Recognition

使用YOLOv5和LPRNet进行车牌检测+识别（CCPD数据集）

LicensePlateRecognition

基于深度学习的车牌识别GUI项目

license-plate-detect-recoginition-pytorch

深度学习车牌检测与识别，检测结果包含车牌矩形框和4个角点，基于pytorch框架运行

License_Plate_Recognition_pytorch

该工作由电子科技大学陈昂、刘俊凯、夏子寒同学完成。我们提出可以使用深度学习的方案对**车牌进行检测和识别。我们提出使用YOLOv3网络进行车牌检测，然后创新性地对检测后的车牌使用空间变换网络STN加以校正，最后使用LPRNet网络进行车牌的字符与数字识别。目前实测结果，在老师提供的45张数据集上，我们的YOLOv3网络检测准确率（IOU）达到98.2%，深度学习级联网络识别准确率为95.6%。我们采用大量测试集，最终我们的YOLOv3_STN_LPRNet级联网络识别准确率稳定在93.3%，不加空间变换网络STN的话，识别准确率在66%左右。 总体来说，使用深度学习的方案比传统方案效果提升的非常好，而且我们加入空间变换网络STN的做法对于提升识别准确率很有效。

end-to-end-for-chinese-plate-recognition

多标签分类,端到端的中文车牌识别基于mxnet, End-to-End Chinese plate recognition base on mxnet

RDACN

Code of paper "RESIDUAL DENSE ASYMMETRIC CONVOLUTIONAL NEURAL NETWORK FOR HYPERSPECTRAL IMAGE CLASSIFICATION"

PDCNet

Code of paper "Densely Connected Pyramidal Dilated Convolutional Network for Hyperspectral Image Classification"

Quantized-Hyperspectral-Image-Classification

An unofficial code for paper "Accelerating Convolutional Neural Network-Based Hyperspectral Image Classification by Step Activation Quantization" and expansion

SSKNet

Hyperspectral Image Classification Based On Spatial and Spectral Kernels Generation Network

TPPI-Net

PyTorch implementation for hyperspectral image classification. Implemented networks including: TPPI-Net, 1D CNN, 2D CNN, 3D CNN, SSRN, pResNet, HybridSN, SSAN.

hyperspectral-image-classification-system

This repository is a system based on Pytorch, sklearn and PyQt5

3DOC-SSAN-PyTorch

A PyTorch implementation of paper: Hyperspectral Image Classification Based on 3-D Octave Convolution With Spatial–Spectral Attention Network (https://ieeexplore.ieee.org/document/9140029)

F2HNN

Hyperspectral Image Classification Using Feature Fusion Hypergraph Convolution Neural Network

CACNN

Deep Collaborative Attention Network for Hyperspectral Image Classification by Combining 2-D CNN and 3-D CNN, JSTARS, 2020

HPDM-SPRN

Spectral Partitioning Residual Network with Spatial Attention Mechanism for Hyperspectral Image Classification

IEEE_TNNLS_TSTnet

Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification. IEEE TNNLS, 2021.

SACNet

[IEEE TIP 2021] Self-Attention Context Network: Addressing the Threat of Adversarial Attacks for Hyperspectral Image Classification

RSSAN-Hyperspectral-Image

Residual Spectral–Spatial Attention Network for Hyperspectral Image Classification

DCRN-2021

Dual Channel Residual Network for Hyperspectral Image Classification with Noisy Labels

MTFFN

3DAES

CBW

Compact Band Weighting Module Based on Attention-Driven for Hyperspectral Image Classification

HFSL

Heterogeneous Few-shot Learning for Hyperspectral Image Classification

LMAFN

NAS-guided Lightweight Multiscale Attention Fusion Network for Hyperspectral Image Classification

LMAFN

NAS-guided Lightweight Multiscale Attention Fusion Network for Hyperspectral Image Classification

Tiny-Video-Network

Add some codes for unofficial repo of 'Tiny Video Network'

DiResNet

Codes for the 'Direction-aware Residual Network for Road Extraction in VHR Remote Sensing Images'

TripletWatershed_Code

iresnet

Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)