Episode 5: 3D Gaussian Splatting
3D AI Live/Replay/Episode 05
From a phone video to a scene you can walk through.
After single images, we move to many views: a video or a set of photos becomes a Gaussian splatting scene, and a coloured point cloud you can measure.
The brief
What we build in this session
You start with
A video or a set of photos of a scene.
You end with
A Gaussian splatting scene you can explore, and a coloured point cloud (.ply).
How we get there
PostShot trains the splats, CloudCompare handles the point cloud.
The replay
Watch the full session
The materials
Everything you need to follow along
The image dataset
Google Drive folder
Open →The software
PostShot
Open →The software
CloudCompare
Open →My slide deck
PDF, please cite for re-use
Open →Go deeper
The papers and tools behind the session
- 3D Gaussian Splatting for Real-Time Radiance Field Rendering, the project page→
- A survey on 3D Gaussian splatting→
- Awesome 3D Gaussian Splatting, a curated list→
Where you are
You are in the free part of the academy
Four levels, each one a step deeper than the one before. Take them in your own order.
The live sessions
Free replays, open to everyone. This page is one of them.
The weekly tutorials
One hands-on 3D tutorial a week, free to read.
3The book
3D Data Science with Python: the full method, chapter by chapter.
4The programme
The 3D AI Architect: from 3D scan to deliverable, automated, with me beside you.
The next session is live, and your seat is free.
Save your seat once. You get every session, your personal link, the reminders and the replay.
