AlanMorningLight
Assistant Researcher at AIR, CAS, China. I'm mainly engaged in deep learning in Hyperspectral Computer Vision.
Aerospace Information Research Institute, Chinese Academy of SciencesNo. 20, Datun Road, Chaoyang District, Beijing, China
Pinned Repositories
3D-Medical-Segmentation-GAN
3D Liver Segmentation with GAN
3D_GAN_Lung_Nodules
GAN code for generating lung nodule ct scans
3D_shape_inpainting
Keras Implementation of 3D Encoder-Decoder Generative Adversarial Network (3D-ED-GAN) for 3D shape Completion
3DGNN_pytorch
3D Graph Neural Networks for RGBD Semantic Segmentation
3DUnetCNN
Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation
autokeras
Accessible AutoML for deep learning.
FAAL
Code for the article 'Hyperspectral Image Classification with Feature-Oriented Adversarial Active Learning'.
GCN-Based-Interactive-Prostate-Segmentationon-on-MR-Images
PyTorch code for Graph convolutional network based interactive prostate segmentation on MR images
scalable_RNN_HSI
Source code of "Scalable Recurrent Neural Network for Hyperspectral Image Classification"
SSFCN
Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification
AlanMorningLight's Repositories
AlanMorningLight/awesome-remote-sensing-change-detection
List of datasets, codes, and contests related to remote sensing change detection
AlanMorningLight/awesome-satellite-imagery-datasets
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
AlanMorningLight/TransMix
This repository includes the official project for the paper: TransMix: Attend to Mix for Vision Transformers.
AlanMorningLight/2020-ai-road-segmentation
2020“华为云杯”人工智能大赛季军方案分享
AlanMorningLight/ADMM_3DDnCNN_HSI_deconvolution
Implementation of paper "Learning Spectral-Spatial Prior Via 3DDnCNN for Hyperspectral Image Deconvolution" (ICASSP 2020)
AlanMorningLight/Artifacts-of-DR-on-Hybrid-CNN-for-HSIC
The code is associated with the following paper "Hyperspectral Image Classification: Artifacts of Dimension Reduction on Hybrid CNN".
AlanMorningLight/CropSupervision
Implementation of "Improvement in crop mapping from satellite image time series by effectively supervising deep neural networks"
AlanMorningLight/CS-Book
计算机类常用电子书整理,并且附带下载链接,包括Java,Python,Linux,Go,C,C++,数据结构与算法,人工智能,计算机基础,面试,设计模式,数据库,前端等书籍
AlanMorningLight/data-science-competition
该仓库用于记录作者本人参加的各大数据科学竞赛的获奖方案源码以及一些新比赛的原创baseline. 主要涵盖:kaggle, 阿里天池,华为云大赛校园赛,百度aistudio,和鲸社区,datafountain等
AlanMorningLight/DCRN-2021
Dual Channel Residual Network for Hyperspectral Image Classification with Noisy Labels
AlanMorningLight/deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
AlanMorningLight/DOTA-DOAI
This repo is the codebase for our team to participate in DOTA related competitions, including rotation and horizontal detection.
AlanMorningLight/EESRGAN
Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network
AlanMorningLight/Efficient-Transformer
Comming soon !!! Application of an efficient transformer improved based on Swin transformer on remote sensing segmentation
AlanMorningLight/GAN-HSI-SR
Reimplemention paper 'Hyperspectral Image Super-Resolution by Band Attention Through Adversarial Learning'
AlanMorningLight/HC_ADGAN
Code for the paper "Adaptive Dropblock Enhanced GenerativeAdversarial Networks for Hyperspectral Image Classification"
AlanMorningLight/hypelcnn
A Deep Learning Classification Framework with Spectral and Spatial Feature Fusion Layers for Hyperspectral and Lidar Sensor Data
AlanMorningLight/Hyperspectral-Image-Classification-using-Deep-Learning
Hyperspectral Image Classification using Deep Neural Network Architectures with Transfer Learning
AlanMorningLight/Hyperspectral-Image-Super-Resolution-Benchmark
A list of hyperspectral image super-solution resources collected by Junjun Jiang
AlanMorningLight/kaggle-competition-solutions
Kaggle competition solutions
AlanMorningLight/keras-vision-transformer
The Tensorflow, Keras implementation of Swin-Transformer and Swin-UNET
AlanMorningLight/keras_cv_attention_models
Keras attention models including botnet,CoaT,CoAtNet,CMT,cotnet,halonet,resnest,resnext,resnetd,volo,mlp-mixer,resmlp,gmlp,levit,nfnets
AlanMorningLight/luojianet
AlanMorningLight/M3d-Cam
AlanMorningLight/MFDN-2020
Deep Multi-layer Fusion Dense Network for Hyperspectral Image Classification.
AlanMorningLight/MSR-3DCNN
Network(MSR-3DCNN) for Hyperspectral Image Classification has been accpeted by remote sensing. This is the code of the Hyperspectral Image Classification Network MSR-3DCNN.Multiple Spectral Resolution 3D Convolutional Neural
AlanMorningLight/paper-codes
AlanMorningLight/Remote-sensing-plot-segmentation-and-extraction-based-on-few-samples
2021MathorCup高校数学建模挑战赛大数据竞赛B题-遥感地块分割-国家一等奖
AlanMorningLight/satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery
AlanMorningLight/yolox-pytorch
a Pytorch easy re-implement of "YOLOX: Exceeding YOLO Series in 2021"