Tongfei's Projects
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
A summary of recent semi-supervised semantic segmentation methods
Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.
Re-implemented CACD
Unsupervised Multimodal Change Detetion
UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and UAV image segmentation.
本实验的主要目的是基于遥感图像计算灰度共生矩阵,并基于该矩阵计算多种纹理特征。所有的计算结果已与ENVI结果进行对比,实验结果一致。
This repository contains the software developed for the project of Heterogeneous Change Detection in Remote Sensing Images.
Read list for deep learning based Salient Object Detection in Optical Remote Sensing Images
论文写作与资料分享
A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.
Techniques for deep learning with satellite & aerial imagery
Config files for my GitHub profile.
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data