How to Segment ANY 3D Point Cloud on CPU (Frugal "AI", No GPU, No Training)
Hands-on 3D AI → https://learngeodata.eu/free-mission/
The Software + Guide → https://learngeodata.eu/3d-forge-buil...
Everyone is chasing bigger models, more GPUs, and more training data, this does the opposite.
You will segment a raw point cloud into floors, walls, and separate objects using zero machine learning, no GPU, and no labeled data, all running on the laptop in front of you.
⏱️ TIMESTAMPS:
[00:00] Intro & Demo
[01:31] The Pipeline
[02:34] Normals & Curvature
[03:48] Region Growing
[05:26] RANSAC Baseline
[06:46] DBSCAN Cleanup
[07:41] Where It Breaks
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🎓 Go further with the 3D AI Architect program → https://learngeodata.eu/
🔗 Code, datasets & guides are shared inside the free mission above.
LinkedIn: / florent-poux-point-cloud
#pointcloud #spatialAI #3Dsegmentation #RANSAC #Python