similari 0.22.3

Machine learning framework for building object trackers and similarity search engines
Documentation 
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from similari import Sort, BoundingBox, SpatioTemporalConstraints, PositionalMetricType

if __name__ == '__main__':
    constraints = SpatioTemporalConstraints()
    constraints.add_constraints([(1, 1.0)])
    sort = Sort(shards=4, bbox_history=10, max_idle_epochs=5,
                method=PositionalMetricType.iou(threshold=0.3),
                spatio_temporal_constraints=constraints)

    box = BoundingBox(10., 5., 7., 7.).as_xyaah()
    tracks = sort.predict([(box, 11111)])
    for t in tracks:
        print(t)
    sort.skip_epochs(10)
    wasted = sort.wasted()
    print(wasted[0])