Dataiku should support Gaussian Splats
Hello,
I think it would be great if Dataiku had a plugin that could create Gaussian splats. These would be useful for a variety of purposes. For example to re-create 3D scenes from videos or photos. I am sure many companies and organizations would be interested in that. Gaussian splats are in a sense point clouds created from 2D images or videos to generate "fuzzy" 3D worlds.
You can read more about Gaussian Splats here: https://huggingface.co/blog/gaussian-splatting
Luma AI also has a web demonstration you can look at: https://lumalabs.ai/interactive-scenes t
I am unaffiliated with Luma AI. I just saw their website.
Maybe the Gaussian Splat implementation could be a plugin. It could for example:
- Deduce point cloud coordinates from pictures.
- Create 3D worlds from point clouds.
- Deduce point cloud coordinates from videos or frames in videos.
Thanks for reading my idea. Have a great day.
Comments
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Some applications for Gaussian Splats:
- Reviewing houses that are being sold.
- Creating 3D exploration of areas for digital tourism.
- Making 3D integrations between the real world and apps. Like Google Streetview but integrated in game engines or websites.
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Here is a link to a hackathon data science competition. The data in the competition, and the description of the competition, could be considered a use case scenario for 3D visualization of 2D data.
https://www.kaggle.com/competitions/image-matching-challenge-2024/data