Miguel Angel Bautista

icon company Apple icon location San Francisco icon location Research Scientist  teaching neural nets how to represent spacetime. I enjoy thinking about the fundamentals of Machine Learning and Computer Vision.

Results 4 comments of Miguel Angel Bautista

Question: Qualitative results of radiance field modeling

Thanks for your interest! We have now released an official implementation with corresponding training data and pre-trained models so you can check the results by yourself if you want. Indeed...

Dataset: camera parameters

Hi @sararojas, We use VizDoom [http://vizdoom.cs.put.edu.pl] and habitat-sim [https://github.com/facebookresearch/habitat-sim] to extract camera extrinsic and intrinsics for the different datasets we released. Habitat-sim is a great simulator with a lot of...

Replica scene index of the dataset

Hi @lizuoyue thank you for your kind words! Since our model doesn't assume that the scene id is known, it was not saved during generation of the sequences so it's...

Lightning Tutorials

Hi T.C, Thanks for your kind words, we have found Pytorch Lightning to be very useful to run, simplify and scale our experiments and codebase. Let's catch up by email...