zhu-xlab/PeFNN zhu-xlab/PeFNN

  • Stars
    star
    1
  • Language
  • Created 5 months ago
  • Updated 5 months ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
zhu-xlab/PeFNN
github

zhu-xlab

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

More Repositories

1

SSL4EO-S12

SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation
Python
178
star
2

M3R-CR

Multimodal and Multiresolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and Benchmark
Python
63
star
3

DOFA

Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities
Jupyter Notebook
60
star
4

SSL4EO-Review

Codes for the benchmark experiments in the paper "Self-supervised Learning in Remote Sensing: A Review"
Python
35
star
5

UniDA

Code for TGRS paper "Universal Domain Adaptation for Remote Sensing Image Scene Classification"
Python
34
star
6

augsburg_Multimodal_Data_Set_MDaS

MATLAB
28
star
7

So2Sat-LCZ42

Zhu et al., So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification, IEEE Geoscience and Remote Sensing Magazine, in press, 2020.
24
star
8

DINO-MM

Self-supervised vision transformers for joint SAR-optical representation learning
Python
21
star
9

ChatEarthNet

Python
19
star
10

So2Sat-LCZ-Classification-Demo

Python
16
star
11

FGMAE

Feature guided masked Autoencoder for self-supervised learning in remote sensing
Jupyter Notebook
15
star
12

DeCUR

DeCUR: decoupling common and unique representations for multimodal self-supervised learning.
Python
14
star
13

ST-FSOD

Python
14
star
14

ML4Earth-Hackathon-2022

Jupyter Notebook
13
star
15

ML4Earth-Hackathon-2023

Python
13
star
16

UCDFormer

Code for TGRS paper "UCDFormer: Unsupervised Change Detection Using a Transformer-driven Image Translation"
Python
12
star
17

HTC-DC-Net

Official Implementation of submitted TGRS paper "HTC-DC Net: A Network for Monocular Height Estimation from Single Remote Sensing Images"
Python
10
star
18

rrsis

Python
8
star
19

So2Sat-POP-DL

Python
7
star
20

AIO2

Official implementation of TGRS paper - AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation
Python
7
star
21

So2Sat-POP

Python
7
star
22

So2Sat-BuildingType

A large-scale dataset for building type classification using social media and aerial data
Python
6
star
23

softcon

Multi-label guided soft contrastive learning for efficient Earth observation pretraining
Python
6
star
24

A-Relation-Augmented-Fully-Convolutional-Network-for-Semantic-Segmentation-in-Aerial-Scenes

Mou et al., A Relation-Augmented Fully Convolutional Network for Semantic Segmentation in Aerial Scenes, CVPR 2019, accepted.
5
star
25

PFST

Official implementation of TGRS paper: "Pseudo Features Guided Self-training for Domain Adaptive Semantic Segmentation of Satellite Images"
Python
5
star
26

SARptical

Wang et al., β€œFusing Meter-Resolution 4-D InSAR Point Clouds and Optical Images for Semantic Urban Infrastructure Monitoring,” IEEE Transactions on Geoscience and Remote Sensing, 55(1), 14–26, 2017.
4
star
27

Deep-Recurrent-Neural-Networks-for-Hyperspectral-Image-Classification

Mou et al., Deep Recurrent Neural Networks for Hyperspectral Image Classification, IEEE Transactions on Geoscience and Remote Sensing, 55(7), 3639-3655, 2017.
4
star
28

VQA-easy2hard

Code for paper "From easy to hard: Learning language-guided curriculum for visual question answering on remote sensing data"
Python
4
star
29

AdaptMatch

This is official code of "AdaptMatch: Adaptive Matching for Semisupervised Binary Segmentation of Remote Sensing Images," IEEE-TGRS, 2023
Python
3
star
30

Floodcast

3
star
31

Busy-parking-lot-dataset---vehicle-detection-in-UAV-video

L. Mou and X. X. Zhu, "Vehicle instance segmentation from aerial image and video using a multi-task learning residual fully convolutional network," IEEE Transactions on Geoscience and Remote Sensing, vol. 56, no. 11, pp. 6699-6711, 2018.
3
star
32

Benchmark-of-streetview-image-of-individual-building-instance

Kang et al., Building instance classification using street view images, ISPRS Journal of Photogrammetry and Remote Sensing, 145, 44-59, 2018.
3
star
33

ERA-DATASET

A Dataset and Deep Learning Benchmark for Event Recognition in Aerial Videos
2
star
34

SEN12MS

Schmitt et al., SEN12MS – A Curated Dataset of Georeferenced Multi-spectral Sentinel-1/2 Imagery for Deep Learning and Data Fusion, ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 153–160, 2019.
2
star
35

LULC_MSI_QCNN

Land Cover Classification from Sentinel-2 Images with Quantum-Classical Convolutional Neural Networks (FQCNN and MQCNN)
Python
2
star
36

Cross-cityDTL

Python
2
star
37

ForestFormer

Python
2
star
38

BiomassUQ

Data used in the paper "Biomass Estimation and Uncertainty Quantification from Tree Height".
R
2
star
39

UTB_codes

Nationwide urban tree canopy mapping and coverage assessment in Brazil
Python
1
star
40

SEN12MSCR

1
star
41

land_consumption

MATLAB
1
star
42

SEQNN

Hybrid Quantum Deep Learning with Superpixel Encoding for Earth Observation Data Classification
1
star
43

RS-DWL

This is official Pytorch implementation of "Decouple and Weight Semi-supervised Semantic Segmentation of Remote Sensing Images, " ISPRS, 2024.
Python
1
star