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agriculture_knowledgegraph

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

assmn

The code implementation of our paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image Classification" (IEEE TGRS, 2020).

auto-cnn-hsi-classification

Code for the paper "Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification"

best_ai_papers_2021

A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.

bluetooth_location

bluetooth_location

conv-caps-hsi-classification

Code for the paper "Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification"

dcpn

Deep Cube Pair Network for HSI Classification

deeptreeattention

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

densenet.pytorch

A PyTorch implementation of DenseNet.

double-branch-dual-attention-mechanism-network

This repository implementates 6 frameworks for hyperspectral image classification based on PyTorch and sklearn.

eddynet

EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies

extremeeddies

Tracking and analysis of mesoscale ocean eddies

fewshot_gan-unet3d

Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning

freenet

FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification

fusenet

A keras based implementation of FuSENet as in paper "Fused Squeeze-and-Excitation Network for Spectral-Spatial Hyperspectral Image Classification"

gal

Code for the paper 'Delving into Classifying Hyperspectral Images via Graphical Adversarial Learning'.

hsi-classification-gan

An implementation of HSI Classification using GANs

hybridsn

A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".

hyperspec-wgan

Synthetic Data Augmentation using a Generative Adversarial Network for Improved Hyperspectral Image Classification

jdbc-

jionlp

中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package

knowledge-graphs

A collection of research on knowledge graphs

love-with-python

情人节 使用 Python 表白的神器：源代码

msrn-a

Hyperspectral image classification based on multi-scale residual network with attention mechanism

oceaneddies

A collection of algorithms to autonomously identify and track mesoscale ocean eddies in sea surface height (SSH) satellite data

open-set-domain-adaptatin-hsi-classification-using-gan

The Noval approach for dealing with hyperspectral images with the help of openset domain adaptatin and generative adversarial network.

reasoning-rcnn

Reasoning-RCNN: Unifying Adaptive Global Reasoning into Large-scale Object Detection (CVPR2019 Oral)

restnetcgan

Classification of Hyperspectral Images Using a Novel ResNet-based GAN network

scalable_rnn_hsi

Source code of "Scalable Recurrent Neural Network for Hyperspectral Image Classification"

specpatconv3d-network

An implementation of the neural network described in "Convolution Based Spectral Partitioning Architecture for Hyperspectral Image Classification"