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gardner2019's Introduction

Gardner2019

reproduce of paper Deep Parametric Indoor Lighting Estimation

preprocess results:

  1. some crop - full image pairs
  2. some spherical-gaussian lights rendering results
  3. retrieved lights params (l,s,c,d) from panorama

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gardner2019's Issues

Train loss does not converge

The implementation of network's final params output layers (d, l, s, c, a) maybe wrong.
Used Method: all 3 lights' l's(3-dim direction) param is concat into one 9-dim tensor, and other params are the same; which might caused some chaos during training.

How to obtain the depth of the Laval HDRI dataset

Hi,

Thanks for releasing this re-implementation of the original paper. The paper uses EnvyDepth to obtain per-pixel depth estimates, and I noticed a directory named "HDR_DepthFile" in your codes. I would like to ask about how to obtain the depth information. Is there any method, code, or download link?

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