nerfstudio-project / nerfstudio

A collaboration friendly studio for NeRFs
https://docs.nerf.studio
Apache License 2.0
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Can Nerfstudio train and render HDR images (values above 1)? #1097

Open vincepapaix opened 1 year ago

vincepapaix commented 1 year ago

Hi

it will be great if NerfStudio allows other files type like EXR and especially if it can handle values above 1 (HDR images).

Currently, it seems like even if we train images that have a high dynamic range (values above 1), both the training and rendering process will output a clamped images (between 0 and 1)

Preserving the high dynamic range can be a nice improvement for higher fidelity nerf output.

thanks

Ben-Mack commented 5 months ago

+1 for EXR support, will be a big quality improvement for post processing filter/tonemapping.

Some related papers that may help: https://arxiv.org/abs/2405.15125v1 https://arxiv.org/abs/2406.07329v1

markdjwilliams commented 1 month ago

I believe this also ties into https://github.com/nerfstudio-project/nerfstudio/issues/925