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prs-eth / Marigold

[CVPR 2024 - Oral, Best Paper Award Candidate] Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation
https://marigoldmonodepth.github.io
Apache License 2.0
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NYUv2 Filled depth map #114

Closed gaoxiangjun closed 2 months ago

gaoxiangjun commented 2 months ago

I downloaded NYUv2 from your link. However, I found that the filled depth map is the same as the raw depth map. Is there any problem?

I am new to this area, I wonder if people just calculate metrics using only raw depth maps or dense depth maps. If raw nyuv2 depth map, everything is okay. If dense nyuv2 depth map, there might be a problem.

Looking forward to your reply. This problem confuses me a lot.

markkua commented 2 months ago

Hi, the NYUv2 dataset I uploaded only contains the raw depth predictions. The evaluation was conducted on these raw depth predictions only, since the dense version was obtained by naive bilateral interpolation.

gaoxiangjun commented 2 months ago

Hi bingxin, Thanks a lot!