Created
August 28, 2019 11:01
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def _overlaps(match1, match2): | |
bbox_tl1, bbox_br1, _, _ = match1 | |
bbox_tl2, bbox_br2, _, _ = match2 | |
return (bbox_br1[0] > bbox_tl2[0] and | |
bbox_br2[0] > bbox_tl1[0] and | |
bbox_br1[1] > bbox_tl2[1] and | |
bbox_br2[1] > bbox_tl1[1]) | |
def _group_overlapping_rectangles(matches): | |
matches = list(matches) | |
num_groups = 0 | |
match_to_group = {} | |
for idx1 in range(len(matches)): | |
for idx2 in range(idx1): | |
if _overlaps(matches[idx1], matches[idx2]): | |
match_to_group[idx1] = match_to_group[idx2] | |
break | |
else: | |
match_to_group[idx1] = num_groups | |
num_groups += 1 | |
groups = collections.defaultdict(list) | |
for idx, group in match_to_group.items(): | |
groups[group].append(matches[idx]) | |
return groups |
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