This week I captured a test 3D scan of a street in Elephant and Castle. This was not a high quality capture and done on a phone using the Luma3D app. The main reason for doing this was to test the workflow of Capturing images > Point cloud > Gaussian splat > Houdini > Render.
I took hundreds of photos of the area I wanted to scan on my phone, trying to use similar techniques to ones that yield good results when photo scanning, such as moving in a dome shape around the object(s) capturing multiple different elevations and angles. Once the app had processed all the images taken I had a 3D scene I could look around. This scene could then be exported as a point cloud, with each point containing all the data required to render a Gaussian Splat.

To be able to view this correctly in Houdini the imported file needed to be baked into a format Houdini can understand. Gaussian Splats are most commonly stored as .PLY files, containing all the points and their respective attributes. This can be exported from Luma3D and into any software that supports .PLY.