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Allow Object Detector ROI to guide ISP exposure

Open Luxonis-Brandon opened this issue 5 years ago • 1 comments

Start with the why:

When doing object detection, often the object (once found) is of most interest. So having the ROI of the object detector (e.g. the highest-confidence object class of interest) would allow the object detector to increase the probability that it continues to find the object as lighting/etc. changes.

Move to the how:

Implement an optional feedback hook in the ISP processing such that the ROI that is parsed in ISP is purely from the object detector ROI.

Move to the what:

Object-Detector-based exposure for better object detection in variable lighting conditions.

Luxonis-Brandon avatar Jul 15 '20 21:07 Luxonis-Brandon

This is now implemented and has an example of how to do so, here: https://github.com/luxonis/depthai-python/pull/113

Luxonis-Brandon avatar Feb 17 '21 20:02 Luxonis-Brandon