Zhuo Zheng's Projects
:metal: awesome-semantic-segmentation
Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process (ICCV 2023)
ChangeOS: Building damage assessment via Deep Object-based Semantic Change Detection - (RSE 2021)
Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery (ICCV 2021) https://arxiv.org/abs/2108.07002
Earth Vision Foundation
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
FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification (TGRS 2020) https://ieeexplore.ieee.org/document/9007624
G-SSD For Remote Sensing Image
torchange - A Unified Change Representation Learning Benchmark Library
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
Simplify training, evaluation, prediction in Pytorch
The winning solutions for the SpaceNet 6 Challenge
TorchGeo: datasets, transforms, and models for geospatial data
A general and accurate MACs / FLOPs profiler for PyTorch models
Unet implemented by tensorflow eager
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