Automatic Per-Scene Hyperparameter Optimization
9/14/2025 - 10/12/2025Build a system that automatically finds optimal hyperparameters for each scene.
Combine both densification approaches
9/9/2025 - openAfter bounty #2 there were two successful submissions. This bounty is more a direct programming task to combine the both submissions.
Make densification obsolete
8/10/2025 - 9/7/2025This bounty aims to improve training quality without using densification by providing a stronger initialization.
Speed up training
6/23/2025 - 8/2/2025This bounty challenges you to speed up training by at least 100% (halfing the runtime), without compromising results.
Winner: Florian HahlbohmCombine both densification approaches
As the bonus challenge in bounty #284 was not cleared, I am offering a $500 payout for someone who can take both approaches, combine them, and clearly demonstrate an improvement over each approach in isolation. There is no deadline.
Please create a pull request, describe what you did, and ensure that I can run the scripts without much hassle (i.e., no missing dependencies, broken code, or incomplete scripts).
More info on https://github.com/MrNeRF/LichtFeld-Studio/issues/421