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  • 🔭 遥感/高光谱/影像/深度学习方面的研究
  • 🌱 下面的库大家可能会用到

DSM高光谱数据增强:https://github.com/mepleleo/DA_peanut
APNET图像分类和APDET目标检测模型:https://github.com/mepleleo/APDet-pytorch

一些波段选择方法

SPA连续投影算法:https://github.com/mepleleo/SPA
CARS波段选择代码:https://github.com/mepleleo/CARS_band_selection
BIA波段选择方法的代码:https://github.com/mepleleo/BIA-bandselection
BSNET波段选择方法:https://github.com/mepleleo/BS-Nets
OPBS波段选择代码:https://github.com/mepleleo/OPBS
XAI波段选择:https://github.com/mepleleo/XAI-bandselection
BSCNN波段选择:https://github.com/mepleleo/BSCNN
GCSR波段选择:https://github.com/mepleleo/GCSR-BS

高光谱预处理

高光谱预处理方法:https://github.com/mepleleo/hyperspectral_pretreatment
马氏距离剔异常值:https://github.com/mepleleo/mahalanob_mashijuli

Jerry Leo's Projects

apdet-pytorch icon apdet-pytorch

the implemention of APNet and APDet for hyperspectral moldy peanut identification

awesome-semantic-segmentation-pytorch icon awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

bs-nets icon bs-nets

BS-Nets: An End-to-End Framework for Band Selection of Hyperspectral Image

bscnn icon bscnn

Hyperspectral Band Selection Based on Deep Convolutional Neural Network and Distance Density

cars_band_selection icon cars_band_selection

竞争性自适应重加权采样法(competitive adapative reweighted sampling, CARS)python代码

colorizing-with-gans icon colorizing-with-gans

Grayscale Image Colorization with Generative Adversarial Networks. https://arxiv.org/abs/1803.05400

dfanet icon dfanet

reimpliment of DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation

dl_img_similarity icon dl_img_similarity

用CNN计算图像相似度Computes features for images using various pretrained Tensorflow models

dogs-cats icon dogs-cats

A project built to train a model which can recognize pictures of dogs and cats, and make a classification.

fss-1000 icon fss-1000

FSS-1000, A 1000-class Dataset For Few-shot Segmentation

gcsr-bs icon gcsr-bs

Efficient Graph Convolutional Self-Representation for Band Selection of Hyperspectral Image

hanet icon hanet

城市场景分割 HANet (CVPR 2020)

hypernet icon hypernet

论文代码Hyperspectral Band Selection Using Attention-based Convolutional Neural Networks

keras-gan icon keras-gan

Keras implementations of Generative Adversarial Networks.

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