What does it mean to achieve temporal consistency when annotating objects across a sequence of video frames?

Achieving temporal consistency means ensuring that the labels or annotations assigned to an object remain stable, logical, and continuous as the object moves through successive video frames. Because video is a collection of still images played in rapid succession, temporal consistency requires that the identity, size, and position of an object do not fluctuate erratically b....