kwea123 / kwea123/nerf_pl

Many floating artifacts in image

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Description

I'm getting many floating artifacts in my scenes. From what I've heard in [this talk](https://youtu.be/HfJpQCBTqZs?t=1653), it might be due to L set too high. From your experience, is this really the cause? Would this be solved if gaussian embeddings were used, or SIREN activations? From what I've seen in [this thread](https://github.com/bmild/nerf/issues/60), you've tried these approaches already.

https://user-images.githubusercontent.com/1536515/133931076-bb6a880e-e5e0-422a-984b-1f0ef61c8ec6.mp4

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Research direction

The issue names no file, test, or entry point. Start by reproducing the attached scene and tracing the rendering path to determine whether the reported artifacts correlate with L, Gaussian embeddings, or SIREN activations. Done would require a confirmed cause and a reproducible resolution or documented limitation.

Written by the indexing model from the issue text.

Assessment

Tech stack
pytorch
Domain
computer-graphics, machine-learning
Issue type
Bug
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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