False Positive: Recognizes soil peds as being seeds

[RussellJimmies]

Description
These are soil peds (little clumps of dirt, sometimes with other bits of plant material in them) that are found in grain samples fairly frequently. The model is currently interpreting them as seeds.

Expected behavior
Model should either not classify these, or offer a guess with a low confidence score.

Actual Behavior
False positive.

Supporting Images
To better understand the issue, please add screenshots:

• Results:
  

• Source Image:
  

• Microscope Settings: the microscope settings when the picture was taken.

[MaxenceGui]

Not that different with Swin Transformer, but score for seed is low for some of them.

https://gist.github.com/MaxenceGui/1befba2c1ed2df1904b9ac88180d5fff