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Consider IOU instead of point in box #164

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robmarkcole opened this issue Dec 28, 2020 · 0 comments
Open

Consider IOU instead of point in box #164

robmarkcole opened this issue Dec 28, 2020 · 0 comments

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@robmarkcole
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robmarkcole commented Dec 28, 2020

An IOU calc would give the % overlap of a detected object bounding box with the target area, which is a more flexible detection approach than specifying that the centre of the object must be in the box. You could using IOU say 'if any part of the object is in the target area, detect it', or 'if all of the object is in the box detect it'. A default of 50% sounds sensible

See https://github.com/blakeblackshear/frigate/blob/master/frigate/util.py

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