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A sneak peak of segment-geospatial v0.4.0 - Automatically generating object masks for satellite imagery GitHub: Notebook: #geospatial #deeplearning #segmentanything

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Qiusheng Wu

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39,575 görüntüleme • 3 yıl önce •via X (Twitter)

Bilim & Teknoloji#geospatial#deeplearning#segmentanything
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segment-geospatial v0.3.0 is out - segmenting satellite imagery with the Segment Anything Model (SAM). GitHub: Docs: Notebook: #segmentanything #deeplearning #geopython #geospatial
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segment-geospatial v0.3.0 is out - segmenting satellite imagery with the Segment Anything Model (SAM). GitHub: Docs: Notebook: #segmentanything #deeplearning #geopython #geospatial

Qiusheng Wu

207,138 görüntüleme • 3 yıl önce

Segment-geospatial v0.4.0 is out. Segmenting satellite imagery and saving results as GeoTIFF and vector formats 👇 GitHub: Notebook: Video: #geospatial #segmentanything #leafmap
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Segment-geospatial v0.4.0 is out. Segmenting satellite imagery and saving results as GeoTIFF and vector formats 👇 GitHub: Notebook: Video: #geospatial #segmentanything #leafmap

Qiusheng Wu

62,803 görüntüleme • 3 yıl önce

Introducing segment-geospatial, A Python package for segmenting geospatial data with the Segment Anything Model (SAM) GitHub: Docs: Notebook: #segmentanything #deeplearning #geopython
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Introducing segment-geospatial, A Python package for segmenting geospatial data with the Segment Anything Model (SAM) GitHub: Docs: Notebook: #segmentanything #deeplearning #geopython

Qiusheng Wu

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Tree extraction from satellite imagery using segment-geospatial v0.5 and the Segment Anything Model (SAM) - by Lucas Prado Osco LinkedIn post: Notebook: #geospatial #segmentanything
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Tree extraction from satellite imagery using segment-geospatial v0.5 and the Segment Anything Model (SAM) - by Lucas Prado Osco LinkedIn post: Notebook: #geospatial #segmentanything

Qiusheng Wu

40,476 görüntüleme • 3 yıl önce

🚀 A sneak peek of a new feature in the #GeoAI Python package! Now you can train an image segmentation model for extracting features (e.g., buildings) from satellite or aerial imagery—all with just a few lines of code. 🛠️ Check out the GitHub repository: 📚 Dive into the documentation: 📺 Check out the entire YouTube playlist: #GeoAI #geospatial #AI #Python #DeepLearning
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🚀 A sneak peek of a new feature in the #GeoAI Python package! Now you can train an image segmentation model for extracting features (e.g., buildings) from satellite or aerial imagery—all with just a few lines of code. 🛠️ Check out the GitHub repository: 📚 Dive into the documentation: 📺 Check out the entire YouTube playlist: #GeoAI #geospatial #AI #Python #DeepLearning

Qiusheng Wu

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Removing clouds from satellite images with a few clicks using That's fun. Try it out: Image source: #AI #deeplearning #geospatial
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Removing clouds from satellite images with a few clicks using That's fun. Try it out: Image source: #AI #deeplearning #geospatial

Qiusheng Wu

103,422 görüntüleme • 3 yıl önce

🚀 Exciting news! The #GeoAI Python package now lets you train land cover classification models with just one line of code. Leverage any PyTorch segmentation model from — with hundreds of image encoders & pretrained weights available. 📍 GitHub: 📓 Notebook: #GeoAI #Geospatial #DeepLearning
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🚀 Exciting news! The #GeoAI Python package now lets you train land cover classification models with just one line of code. Leverage any PyTorch segmentation model from — with hundreds of image encoders & pretrained weights available. 📍 GitHub: 📓 Notebook: #GeoAI #Geospatial #DeepLearning

Qiusheng Wu

16,210 görüntüleme • 1 yıl önce

Display a video on an interactive map 🗺️ with #MapLibre and #Leafmap. Check it out: Map: GitHub: Notebook: #geospatial #opensource #dataviz #python
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Display a video on an interactive map 🗺️ with #MapLibre and #Leafmap. Check it out: Map: GitHub: Notebook: #geospatial #opensource #dataviz #python

Qiusheng Wu

34,840 görüntüleme • 2 yıl önce

The GeoAI Python package now supports object detection using pre-trained models from the GeoDeep libarary ( The supported object types include cars, trees, birds, planes, aerovision, utilities, buildings, and roads. Try it out: GitHub: Notebook example: #geospatial #geoai #opensource #python
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The GeoAI Python package now supports object detection using pre-trained models from the GeoDeep libarary ( The supported object types include cars, trees, birds, planes, aerovision, utilities, buildings, and roads. Try it out: GitHub: Notebook example: #geospatial #geoai #opensource #python

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Check out this 📹 step-by-step tutorial on how to visualize and download 🛰️ satellite images of the #Morocco earthquake using the Maxar Open Data on #AWS. Video: Web App: GitHub: Notebook: #moroccoearthquake #geospatial #dataviz #python
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Check out this 📹 step-by-step tutorial on how to visualize and download 🛰️ satellite images of the #Morocco earthquake using the Maxar Open Data on #AWS. Video: Web App: GitHub: Notebook: #moroccoearthquake #geospatial #dataviz #python

Qiusheng Wu

56,050 görüntüleme • 2 yıl önce

Create Stunning Time-Series Satellite Images in Seconds! The GEE Data Catalogs Plugin v0.5 for QGIS is now available and it's a powerful upgrade. You can now create time-series satellite imagery with just a few clicks using a simple interface. The new version also supports direct downloads to your computer, making the workflow faster and more efficient. Key Features: - Access over 80 petabytes of satellite and geospatial datasets from Google Earth Engine - Generate animated time-series imagery effortlessly - Export results directly from QGIS to your local machine Useful Links: QGIS Plugin Page: GitHub Repository: Video Tutorial: #QGIS #geospatial #EarthEngine #Python #datascience #satellite
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Create Stunning Time-Series Satellite Images in Seconds! The GEE Data Catalogs Plugin v0.5 for QGIS is now available and it's a powerful upgrade. You can now create time-series satellite imagery with just a few clicks using a simple interface. The new version also supports direct downloads to your computer, making the workflow faster and more efficient. Key Features: - Access over 80 petabytes of satellite and geospatial datasets from Google Earth Engine - Generate animated time-series imagery effortlessly - Export results directly from QGIS to your local machine Useful Links: QGIS Plugin Page: GitHub Repository: Video Tutorial: #QGIS #geospatial #EarthEngine #Python #datascience #satellite

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Cloud and Cloud Shadow Detection From Satellite Imagery with GeoAI and OmniCloudMask In this tutorial, you’ll detect clouds and cloud shadows, compute cloud statistics, clean segmentation outputs, convert raster masks to vectors, smooth boundaries, and generate a cloud-free mask for downstream remote sensing analysis. This workflow works with imagery that includes Red, Green, and NIR bands (e.g., Landsat, Sentinel-2, NAIP, and other commercial data). Notebook: Video tutorial: #geospatial #remotesensing #geoai
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Cloud and Cloud Shadow Detection From Satellite Imagery with GeoAI and OmniCloudMask In this tutorial, you’ll detect clouds and cloud shadows, compute cloud statistics, clean segmentation outputs, convert raster masks to vectors, smooth boundaries, and generate a cloud-free mask for downstream remote sensing analysis. This workflow works with imagery that includes Red, Green, and NIR bands (e.g., Landsat, Sentinel-2, NAIP, and other commercial data). Notebook: Video tutorial: #geospatial #remotesensing #geoai

Qiusheng Wu

11,527 görüntüleme • 5 ay önce

Virtual Community provides an online pipeline that automatically generates 3D scenes from real geospatial data, performing comprehensive cleaning and enhancement of both geometry and texture — including mesh simplification, texture refinement, object placement, and automatic annotation. 3/n
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Virtual Community provides an online pipeline that automatically generates 3D scenes from real geospatial data, performing comprehensive cleaning and enhancement of both geometry and texture — including mesh simplification, texture refinement, object placement, and automatic annotation. 3/n

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🌍 Cloud-based geoprocessing with Actinia, GRASS GIS, and Leafmap! A heartfelt 🫶 shoutout to @MarkusNeteler and the Actinia team for their invaluable contributions! Notebook: Actinia: GRASS #geospatial #opensource #gis #dataviz
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🌍 Cloud-based geoprocessing with Actinia, GRASS GIS, and Leafmap! A heartfelt 🫶 shoutout to @MarkusNeteler and the Actinia team for their invaluable contributions! Notebook: Actinia: GRASS #geospatial #opensource #gis #dataviz

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Excited to announce that Aurora: our geospatial analysis platform is live to test! Designed as a full-service toolkit, this easy-to-use analytics dashboard will help businesses simplify insights from satellite imagery. To know more fill in the form: 💪
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Excited to announce that Aurora: our geospatial analysis platform is live to test! Designed as a full-service toolkit, this easy-to-use analytics dashboard will help businesses simplify insights from satellite imagery. To know more fill in the form: 💪

Pixxel

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AIS spoofing leaves a digital trail. Satellite imagery shows the real story. Public reporting this week shows how the oil tanker Skipper broadcast a false position near Guyana while Planet imagery placed it at the José Terminal in Venezuela. This is a clear example of why persistent and independent imagery is essential for monitoring dark fleet behavior and sanctions evasion. When digital signals can be manipulated, visual confirmation becomes essential. #MaritimeDomainAwareness #DarkFleet #AISspoofing #Geospatial
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AIS spoofing leaves a digital trail. Satellite imagery shows the real story. Public reporting this week shows how the oil tanker Skipper broadcast a false position near Guyana while Planet imagery placed it at the José Terminal in Venezuela. This is a clear example of why persistent and independent imagery is essential for monitoring dark fleet behavior and sanctions evasion. When digital signals can be manipulated, visual confirmation becomes essential. #MaritimeDomainAwareness #DarkFleet #AISspoofing #Geospatial

Planet

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🍀Leafmap now supports interactive visualization of in-memory raster (xarray, numpy array) 🗺️This feature is very handy for exploring intermediate results interactively in your #geospatial workflow before saving them to your hard drive 💾 Video: Notebook: #leafmap #dataviz #python
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🍀Leafmap now supports interactive visualization of in-memory raster (xarray, numpy array) 🗺️This feature is very handy for exploring intermediate results interactively in your #geospatial workflow before saving them to your hard drive 💾 Video: Notebook: #leafmap #dataviz #python

Qiusheng Wu

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NEW: :)’s satellite imagery clearly reveals the multi-km-long surface rupture extending along the Gölbaşı-Türkoğlu segment of the East Anatolian Fault as a result of the 7.8 magnitude earthquake in southern Turkey.
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NEW: :)’s satellite imagery clearly reveals the multi-km-long surface rupture extending along the Gölbaşı-Türkoğlu segment of the East Anatolian Fault as a result of the 7.8 magnitude earthquake in southern Turkey.

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Pakistan's latest Earth observation satellite is currently being transported to a launch site in China ahead of its scheduled liftoff on December 25, 2025 via a Smart Dragon-3 (SD-3) rocket. SUPARCO's upcoming mission will further enhance the country's capabilities in remote sensing and geospatial monitoring! 🇵🇰🇨🇳
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Pakistan's latest Earth observation satellite is currently being transported to a launch site in China ahead of its scheduled liftoff on December 25, 2025 via a Smart Dragon-3 (SD-3) rocket. SUPARCO's upcoming mission will further enhance the country's capabilities in remote sensing and geospatial monitoring! 🇵🇰🇨🇳

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🚀 MapLibre Tutorial 15: Create stunning 3D maps using OpenFreeMap vector tiles—all with just a few lines of code! Best of all, it’s completely FREE and requires no API key! 🎥 Watch the video: 📚 Explore the playlist: 📝 Check out the notebook: 🌐 Try the demo: To learn more about OpenFreeMap, visit #geospatial #opensource #leafmap #maplibre
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🚀 MapLibre Tutorial 15: Create stunning 3D maps using OpenFreeMap vector tiles—all with just a few lines of code! Best of all, it’s completely FREE and requires no API key! 🎥 Watch the video: 📚 Explore the playlist: 📝 Check out the notebook: 🌐 Try the demo: To learn more about OpenFreeMap, visit #geospatial #opensource #leafmap #maplibre

Qiusheng Wu

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