So, my dataset has images which look like this:
And I need to sleeve length classification.
But I am observing that in production, there are a few images which look like this:
Some of the poses are a little more nuanced.
Two questions:
- Is there a way to detect that a particular image in the production/test set is out of distribution?
- Since such images would form a small fraction of the production set, is there a way to do sleeve classification using traditional CV. That will save me the effort of gathering such images and re-training.
Please advise!