AmirHossein-razlighi/Confident_Splatting

Confident Splatting dataset is introduced in the paper Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions.

• Project Page: https://amirhossein-razlighi.github.io/Confident-Splatting/
• Code: https://github.com/AmirHossein-razlighi/Confident-Splatting

It is a dataset for 3D Reconstruction task, containing SFM pointcloud and different posed images. These different scenes have different challenges to reconstruct including floaters, distractor, different textures and transparent objects. These scenes are extracted from raw videos from these YouTube channels:

1. LADmob
2. The CamFam Adventures (1)
3. The CamFam Adventures (2)
4. Alta Walk

and many processings is executed and useful frames have been extracted and then SFM is done via colmap on them. Also, the input images are resized in different resolutions for different usages.