Z-Zheng

Changen

Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process (ICCV 2023)

ChangeOS

ChangeOS: Building damage assessment via Deep Object-based Semantic Change Detection - (RSE 2021)

ChangeStar

Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery (ICCV 2021) https://arxiv.org/abs/2108.07002

dynamic_highres_poverty

Dynamic, high-resolution poverty measurement in data-scarce environments

ever

Earth Vision Foundation

FarSeg

Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery (CVPR 2020 & TPAMI 2023) https://arxiv.org/pdf/2011.09766.pdf

FreeNet

FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification (TGRS 2020) https://ieeexplore.ieee.org/document/9007624

pytorch-change-models

torchange - A Unified Change Representation Learning Benchmark Library

SimpleCV

Simplify training, evaluation, prediction in Pytorch

xview2_4th_solution

xView2_fourth_place

Z-Zheng/ChangeStar

Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery (ICCV 2021) https://arxiv.org/abs/2108.07002

Z-Zheng/FarSeg

Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery (CVPR 2020 & TPAMI 2023) https://arxiv.org/pdf/2011.09766.pdf

Z-Zheng/pytorch-change-models

torchange - A Unified Change Representation Learning Benchmark Library

Z-Zheng/FreeNet

FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification (TGRS 2020) https://ieeexplore.ieee.org/document/9007624

Z-Zheng/ChangeOS

ChangeOS: Building damage assessment via Deep Object-based Semantic Change Detection - (RSE 2021)

Z-Zheng/ever

Earth Vision Foundation

Z-Zheng/SimpleCV

Simplify training, evaluation, prediction in Pytorch

Z-Zheng/Changen

Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process (ICCV 2023)

Z-Zheng/dynamic_highres_poverty

Dynamic, high-resolution poverty measurement in data-scarce environments

Z-Zheng/xview2_4th_solution

xView2_fourth_place

Z-Zheng/Unet.tensorflow

Unet implemented by tensorflow eager

Z-Zheng/awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

Z-Zheng/G-SDD_For_RS

G-SSD For Remote Sensing Image

Z-Zheng/images_repo

Z-Zheng/SpaceNet_SAR_Buildings_Solutions

The winning solutions for the SpaceNet 6 Challenge

Z-Zheng/torchgeo

TorchGeo: datasets, transforms, and models for geospatial data

Z-Zheng/torchprofile

A general and accurate MACs / FLOPs profiler for PyTorch models

Z-Zheng/Z-Zheng.github.io

Z-Zheng/score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

Z-Zheng/Z-Zheng