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Segmentation
Tools tagged with "Segmentation"
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Data
474
Tooling
328
Open Source Software
234
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47
Online Courses
26
Blogs, Newsletters, and Podcasts
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That Drone Guy Blog
A blog exploring advanced drone LiDAR mapping, AI segmentation, and UAS operational insights for geospatial professionals.
Blogs, Newsletters, and Podcasts
ForestFormer3D
A unified framework for end-to-end segmentation of forest LiDAR 3D point clouds.
Open Source Software
Introduction to Machine Learning for EO
This course provides essential Machine Learning skills tailored for Earth Observation research.
Online Courses
GeeFlow
Generate and process large-scale geospatial datasets with Google Earth Engine for AI research.
Open Source Software
Tooling
point-cloud-utils
An easy-to-use Python library for processing and manipulating 3D point clouds and meshes.
Open Source Software
Computer Vision Group - Datasets
Providing diverse datasets for research in computer vision, image processing, and pattern recognition.
Data
segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM).
Open Source Software
Tooling
S1FloodFinder
ML Flood Finder Package for Sentinel 1 (SAR) Imagery
Open Source Software
Tooling
RoadDetections
Microsoft offers a global dataset of road detections derived from Bing Maps aerial imagery, freely available for download.
Data
Open Source Software
OpenCV
OpenCV provides a real-time optimized Computer Vision library, tools, and hardware for ML and AI applications.
Open Source Software
Tooling
Microsoft GlobalMLBuildingFootprints
Worldwide building footprints derived from satellite imagery, freely available for global use.
Data
Delineate Anything
A resolution-agnostic foundation model for field boundary delineation on satellite imagery.
Open Source Software
Tooling
Tech Blog
Benchmarks & Tips for Big Data, Hadoop, AWS, Google Cloud, PostgreSQL, Spark, Python & More...
Blogs, Newsletters, and Podcasts
+2 more
SensatUrban
An urban-scale point cloud dataset for semantic segmentation research with billions of annotated points.
Data
vecnet
An open-source R package for the vectorization of road networks from geospatial data.
Open Source Software
OmniCloudMask
A Python library for fast, accurate cloud and cloud shadow segmentation in satellite imagery.
Open Source Software
Tooling
Pointly
AI-powered platform for automatic and manual 3D point cloud classification and analysis.
Companies
Tooling
mining-detector
An open-source project for detecting mining activity using geospatial data.
Open Source Software
Tooling
awesome-forests
A curated list of ground-truth forest datasets for machine learning and forestry research.
Data
DeepForest
A Python package for airborne RGB machine learning in ecology.
Open Source Software
CloudCompare
An open-source 3D point cloud and mesh processing software.
Open Source Software
Tooling
Point Cloud Library (PCL)
A comprehensive open-source library for advanced 2D/3D point cloud processing and analysis.
Open Source Software
Tooling
FlexRoad
Refining Road Surfaces Beyond Planar Representations for Autonomous Driving and Virtual Worlds.
Tooling
RarePlanes
A unique open-source machine learning dataset featuring real and synthetic satellite imagery for aircraft detection.
Data
jakteristics
A Python library for computing geometric features from point cloud data.
Open Source Software
Tooling
lidR
An R package for airborne LiDAR data manipulation and visualization, primarily for forestry applications.
Open Source Software
Tooling
FloodPlanet
A curated dataset of manually labeled inundation data for deep learning applications in flood detection.
Data
RivGraph
Extracting and quantifying graphical representations of river and delta channel networks from binary masks.
Open Source Software
Mineral Exploration ML Resources
A curated list of resources for mineral exploration leveraging machine learning techniques.
Open Source Software
TACO
A large-scale trash dataset for computer vision, enabling AI to detect and combat litter.
Data
Open Source Software
Orfeo ToolBox (OTB)
A comprehensive open-source library for remote sensing image processing and analysis.
Open Source Software
SegmentAnyTree
An open-source project for tree segmentation from geospatial data.
Open Source Software