cosanlab / cosanlab/py-feat

Different AU values when passing to detector.detect_image a single image or a batch of images

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Description

Hi there,

I am trying to extract AU values ​​from some images. Calling the function "detector.detect_image" on each image individually, I obtain some values ​​in the AU columns different from those I obtain by passing to the function a list containing all the images (the same used in the single image case).

The values ​​on the other columns are the same (same detection coordinates and same emotion values), only the values ​​for the AU columns are different.

Is this behavior expected?

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Research direction

Start at the detector.detect_image entry point and reproduce the comparison between processing each image separately and processing the same images as a batch. Check why only the AU values differ while detection coordinates and emotion values remain equal. Done means establishing whether the outputs should match and fixing or documenting the observed behavior accordingly.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
computer-vision
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

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