from edge.models import Person, BBox, Keypoint from edge.tracking import IouTracker def _person(x1, y1, x2, y2): kps = [Keypoint((x1 + x2) / 2, (y1 + y2) / 2, 0.9) for _ in range(17)] return Person(BBox(x1, y1, x2, y2), kps) def test_new_person_gets_track_id(): tr = IouTracker() tracks = tr.update([_person(0, 0, 10, 20)], t=0.0) assert len(tracks) == 1 assert tracks[0].track_id == 1 def test_overlapping_person_keeps_same_id(): tr = IouTracker(iou_thr=0.3) tr.update([_person(0, 0, 10, 20)], t=0.0) tracks = tr.update([_person(1, 1, 11, 21)], t=0.1) # high overlap assert tracks[0].track_id == 1 def test_disappeared_track_is_reported_lost(): tr = IouTracker(max_age=0.2) tr.update([_person(0, 0, 10, 20)], t=0.0) tr.update([], t=0.5) # nothing detected, past max_age lost = tr.lost() assert len(lost) == 1 assert lost[0].track_id == 1 def test_history_accumulates_frames(): tr = IouTracker() tr.update([_person(0, 0, 10, 20)], t=0.0) tracks = tr.update([_person(0, 0, 10, 20)], t=0.1) assert len(tracks[0].frames) == 2 assert tracks[0].latest.t == 0.1