DLC
3D Workshops: Season 1
A collection of focused 3D workshops covering practical topics from point cloud processing to visualization. Hands-on, project-based.
Note from Florent
Each workshop is a self-contained project you can finish in one sitting. I’ve designed them for people who want practical results fast, not long lecture series.
What you will build
Module 01
Aerial LiDAR vectorization
Turn raw aerial LiDAR scans into clean vector features. Automated extraction pipeline.
Module 02
3D object detection (Part 1)
Detect and classify objects in 3D point clouds. Foundation for automated scene analysis.
Module 03
3D DepthAnything
Generate depth maps from single images using the DepthAnything model. Monocular 3D reconstruction.
Module 04
Image to normals
Compute surface normals from images. A key step for photogrammetry and relighting.
Module 05
3D Gaussian Splatting
Render 3D scenes in real time with Gaussian Splatting. From captures to interactive viewers.
Your starting resources
Additional guides and code packs unlock as you progress through each module.
