Wenchao QI's repositories
CropSupervision
Implementation of "Improvement in crop mapping from satellite image time series by effectively supervising deep neural networks"
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
Hyperspectral-Image-Super-Resolution-Benchmark
A list of hyperspectral image super-solution resources collected by Junjun Jiang
satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery
keras-vision-transformer
The Tensorflow, Keras implementation of Swin-Transformer and Swin-UNET
Efficient-Transformer
Comming soon !!! Application of an efficient transformer improved based on Swin transformer on remote sensing segmentation
DOTA-DOAI
This repo is the codebase for our team to participate in DOTA related competitions, including rotation and horizontal detection.
keras_cv_attention_models
Keras attention models including botnet,CoaT,CoAtNet,CMT,cotnet,halonet,resnest,resnext,resnetd,volo,mlp-mixer,resmlp,gmlp,levit,nfnets
yolox-pytorch
a Pytorch easy re-implement of "YOLOX: Exceeding YOLO Series in 2021"
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
2020-ai-road-segmentation
2020“华为云杯”人工智能大赛季军方案分享
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
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
kaggle-competition-solutions
Kaggle competition solutions
awesome-satellite-imagery-datasets
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
awesome-remote-sensing-change-detection
List of datasets, codes, and contests related to remote sensing change detection
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
GAN-HSI-SR
Reimplemention paper 'Hyperspectral Image Super-Resolution by Band Attention Through Adversarial Learning'
hypelcnn
A Deep Learning Classification Framework with Spectral and Spatial Feature Fusion Layers for Hyperspectral and Lidar Sensor Data
ADMM_3DDnCNN_HSI_deconvolution
Implementation of paper "Learning Spectral-Spatial Prior Via 3DDnCNN for Hyperspectral Image Deconvolution" (ICASSP 2020)
EESRGAN
Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network
Hyperspectral-Image-Classification-using-Deep-Learning
Hyperspectral Image Classification using Deep Neural Network Architectures with Transfer Learning
HC_ADGAN
Code for the paper "Adaptive Dropblock Enhanced GenerativeAdversarial Networks for Hyperspectral Image Classification"
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".
DCRN-2021
Dual Channel Residual Network for Hyperspectral Image Classification with Noisy Labels
MFDN-2020
Deep Multi-layer Fusion Dense Network for Hyperspectral Image Classification.