PinnedFlorent Poux, Ph.D.inTowards Data Science3D Python Workflows for LiDAR City Models: A Step-by-Step GuideThe Ultimate Guide to unlocking a streamlined workflow for 3D City Modelling Applications. The tutorial covers Python Automation combining…Apr 4, 20235Apr 4, 20235
PinnedFlorent Poux, Ph.D.inTowards Data Science3D Machine Learning 201 Guide: Point Cloud Semantic SegmentationComplete python tutorial to create supervised learning AI systems for semantic segmentation of unstructured 3D LiDAR point cloud data.Jun 29, 20225Jun 29, 20225
PinnedFlorent Poux, Ph.D.inTowards Data ScienceGuide to real-time visualisation of massive 3D point clouds in PythonTutorial for advanced visualization with big point cloud data in Python. (Bonus) Learn how to create an interactive segmentation “software”Feb 15, 202111Feb 15, 202111
PinnedFlorent Poux, Ph.D.inTowards Data ScienceHow to Automate Voxel Modelling of 3D Point Cloud with PythonHands-on tutorial to turn large point clouds into 3D voxels 🧊 with Python and open3d. Unlock an automation workflow for efficient 3D…Dec 13, 20216Dec 13, 20216
Florent Poux, Ph.D.inTowards Data ScienceUltimate Guide: 3D Data Science Systems and ToolsThis blueprint shares AI methods, algorithms, tools, templates and a 6-step system to build data science solutions for 3D modelsAug 1Aug 1
Florent Poux, Ph.D.inTowards Data Science3D Reconstruction Tutorial with Python and MeshroomQuickly learn to create 3D models from photos, and master point cloud generation with Python + Meshroom (photogrammetry).Jul 201Jul 201
Florent Poux, Ph.D.3D Deep Learning Roadmap to Future-Proof Your Career (+19 Resources)How to leverage 3D Deep Learning to develop solutions beyond 2D pixels.Mar 131Mar 131
Florent Poux, Ph.D.inTowards Data ScienceThe Blender Handbook for 3D Point Cloud Visualization and RenderingComplete guide to create 3D experiences with large point clouds in BlenderFeb 281Feb 281
Florent Poux, Ph.D.inTowards Data ScienceSegment Anything 3D for Point Clouds: Complete Guide (SAM 3D)How to build a semantic segmentation application for 3D point clouds leveraging SAM and PythonDec 13, 20239Dec 13, 20239
Florent Poux, Ph.D.inTowards Data Science3D Geospatial Data Integration with Python: The Ultimate GuideTutorial to integrate geospatial data with a multi-modal Python workflow: combine 3D point clouds, CityGML, voxels, vector + raster dataNov 7, 20233Nov 7, 20233