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GitHub topics: object-based-image-analysis

mhscience/landslides_detection

Machine learning tool to detect landslides from optical satellite imagery

Language: Python - Size: 28.3 MB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 106 - Forks: 35

Z-Zheng/ChangeOS

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

Language: Python - Size: 6.84 KB - Last synced at: 27 days ago - Pushed at: over 3 years ago - Stars: 83 - Forks: 15

ChenHongruixuan/I3PE

[ISPRS J P&RS 2023] Exchange means change: an unsupervised change detection framework based on intra- and inter-image patch exchange

Language: Python - Size: 4.35 MB - Last synced at: 27 days ago - Pushed at: over 1 year ago - Stars: 40 - Forks: 0

tgrippa/Opensource_OBIA_processing_chain

An open-source semi-automated processing chain for urban OBIA classification.

Language: Jupyter Notebook - Size: 54.7 KB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 75 - Forks: 27

ChenHongruixuan/ObjFormer

[IEEE TGRS 2024] Object-guided transformer for multimodal change detection using paired OSM data and optical imagery

Language: Python - Size: 4.61 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 38 - Forks: 0

an162/GEE

ML using GEE javascript API

Language: JavaScript - Size: 34.2 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

CVEO/OBIC-GCN

Open-source codes and annotated datasets in CVEO recent work "Object-based Classification Framework of Remote Sensing Images with Graph Convolutional Networks" on IEEE Geoscience and Remote Sensing Letters.

Language: Python - Size: 11.2 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 35 - Forks: 7

Related Keywords
object-based-image-analysis 7 remote-sensing 6 change-detection 3 google-earth-engine 2 deep-learning 2 obia 2 javascript-api 1 javascript 1 image-processing 1 image-classification 1 google-earth-engine-tutorials 1 gee 1 bands 1 transformer 1 semantic-change-detection 1 open-street-map 1 geomatics 1 machine-learning 1 machine-learning-with-javascript 1 object-detection 1 regression 1 satellite-imagery 1 teledeteccion 1 transformers 1 graph-convolutional-networks 1 graph-neural-networks 1 svd 1 image-segmentation 1 k-means 1 landslides-detection 1 merging-algorithms 1 optical-satellite-imagery 1 random-forest 1 rsgislib 1 building-damage-assessment 1 convolutional-neural-networks 1 python 1 pytorch 1 semi-supervised-learning 1 single-temporal 1 unsupervised-learning 1 automation 1 classification 1 grass-gis 1 processing-chain 1 segmentation 1 multimodal-learning 1