Segment-geospatial v0.9.1 is out. It now supports segmenting remote sensing imagery with the High-Quality Segment Anything Model (HQ-SAM)

Video: https://youtu.be/n-FZzKirE9I
Notebook: https://samgeo.gishub.org/examples/input_prompts_hq
GitHub: https://github.com/opengeos/segment-geospatial

#segmentanything #geospatial #deeplearning

Does anyone know of open source projects that use AI to segment orthorectified imagery and try to categorise bicycle paths or other cycling infrastructure, and check if they’re missing from OpenStreetMap?

I’m thinking of whether it would be possible to run Meta’s Segment Anything model over suitably licensed aerial imagery to find infra missing on OSM. Any thoughts/comments very welcome!

#openstreetmap #meta #segmentanything #ai #computervision #geospatial #gis #cycling #bikes #bicycles

The recording of my presentation at the TensorFlow Working Group at SERVIR

Title: Automated Segmentation of Remote Sensing Imagery with the Segment Anything Model
Video: https://www.youtube.com/watch?v=45NpHeq1X6I
Slides: https://bit.ly/TFWG
GitHub: https://github.com/opengeos/segment-geospatial

#segmentanything #geospatial #opensource #SERVIR

Segment-geospatial v0.9.0 is out📢It now supports segmenting remote sensing imagery with box prompts. You can create box prompts interactively or use existing vector data as box prompts 🌐

GitHub: https://github.com/opengeos/segment-geospatial
Notebook: https://samgeo.gishub.org/examples/box_prompts
Video tutorial: https://youtu.be/ayFgAj23BfI

#geospatial #segmentanything #deeplearning

DevSeed has now integrated DS-Annotate with the Segment Anything Model. This powerful tool enables swift and efficient annotation of map features, streamlining our processes significantly. This advancement wouldn't have been possible without our collaborative work with Ruben Mendoza, Ryan Avery, Wille Marcel, and Nick Ingalls.

#Geospatial #AI #Mapping #OSM #Sentinel2 #DevelopmentSeed #DSAnnotate #SegmentAnything #DataScience #osm #annotation #machinelearning #labeling #datateam #Meta #SAM #IA

Segment-geospatial v0.8.0 is out. New features include segmentating remote sensing imagery with text prompts interactively 🤩

Notebook: https://samgeo.gishub.org/examples/text_prompts
GitHub: https://github.com/opengeos/segment-geospatial
Video: https://youtu.be/cSDvuv1zRos

#geospatial #segmentanything

RT @giswqs
segment-geospatial v0.3.0 is out - segmenting satellite imagery with the Segment Anything Model (SAM).

GitHub: https://github.com/opengeos/segment-geospatial
Docs: https://samgeo.gishub.org
Notebook: https://samgeo.gishub.org/examples/satellite

#segmentanything #deeplearning #geopython #geospatial

RT @giswqs
segment-geospatial v0.3.0 is out - segmenting satellite imagery with the Segment Anything Model (SAM).

GitHub: https://github.com/opengeos/segment-geospatial
Docs: https://samgeo.gishub.org
Notebook: https://samgeo.gishub.org/examples/satellite

#segmentanything #deeplearning #geopython #geospatial

RT @matt_tao_yu
Check out our Inpaint Anything’s new feature: Remove Anything 3D, which is able to remove any 3D object from a 3D scene!
GitHub Repo: https://github.com/geekyutao/Inpaint-Anything
Website: https://huggingface.co/spaces/InpaintAI/Inpaint-Anything

#InpaintAnything #SegmentAnything

RT @giswqs
Introducing segment-geospatial, A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

GitHub: https://github.com/opengeos/segment-geospatial
Docs: https://samgeo.gishub.org
Notebook: https://samgeo.gishub.org/examples/satellite

#segmentanything #deeplearning #geopython

Learn to segment your images with the Segment Anything Model (SAM) by Meta AI in just a few lines of #Python code! Check out my YouTube tutorial: https://youtu.be/fVeW9a6wItM
#imageSegmentation #MetaAI #segmentanything #microscopy

Wow - #SegmentAnything is pretty wild 🤯