livecellx.segment.utils.compute_match_label_map¶

livecellx.segment.utils.compute_match_label_map(t1, t2, mask_dataset, iou_threshold=0.2)[source]¶

Compute the label map (mapping between objects) between two time points

Parameters:

t1 (_type_) – _description_
t2 (_type_) – _description_
mask_dataset (_type_) – _description_
iou_threshold (float, optional) – _description_, by default 0.2

Returns:

A tuple consisting of 3 elements: - t1 - t2 - a dictionary of the form:

{
    t1_label_1: {
        t2_label_1: {
            "iou": iou_score
        },
        t2_label_2: {
            "iou": iou_score
        },
        ...
    },
    t1_label_2: {
        t2_label_1: {
            "iou": iou_score
        },
    },
    ...
}

Return type:

tuple