I'm trying to use darktable-cli to postprocess hundreds of thousands of raw 
(DNG) images quickly into JPGs for structure-from-motion imagery. In short - 
optimizing levels makes our image-matching algorithms work better, so much so 
that a well-adjusted set of JPGs will work better than the raw or DNG imagery. 
But I don't have time to individually adjust images - this needs to be an 
automated routine.

I can use Capture One with auto-levels to get great results, but would prefer 
to do it in darktable for reproducibility and documentability and scriptability 
and because I'm totally falling for darktable and the principles it's built on 
the more I use it (still very much an amateur).

BUT I've been trying to automatically apply levels/rgb levels/filmic using XMP 
files or styles with darktable-cli and getting funky results. It looked like if 
I reference a single XMP that I adjusted with rgb levels/auto or filmic/auto 
then it's only applying the auto-adjustment as per that specific photo. I can 
tell because if I move to a photo with a different range, the adjustment 
doesn't fully stretch the levels like a manual export does. I think I'm getting 
better results with calling a style file with rgb levels/auto (need to 
experiment building a style file from light and dark images to be sure), but 
the same method using levels doesn't appear to work at all.

Is there a "best" way to do this with darktable-cli, where I can auto-applu 
levels, rgb-levels, or filmic and apply a per-photo "auto" setting along with 
the particular method of preserving chromaticity etc?

/Andy
====================================
Andy Ritchie
U.S. Geological Survey
Pacific Coastal and Marine Science Center
2885 Mission St.
Santa Cruz, CA 95060
Office (831) 460-7454
Cell (360) 460-9453
[email protected]<mailto:[email protected]>
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