Lillyr commited on
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03dc274
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1 Parent(s): e559a11

upload dataset file to repo

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Files changed (1) hide show
  1. lisa_data/check_mask.py +31 -0
lisa_data/check_mask.py ADDED
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+ from pycocotools import mask as maskUtils
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+ import json
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+ from tqdm import tqdm
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+ def annToMask(mask_ann, h=None, w=None):
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+ if isinstance(mask_ann, list):
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+ rles = maskUtils.frPyObjects(mask_ann, h, w)
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+ rle = maskUtils.merge(rles)
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+ elif isinstance(mask_ann['counts'], list):
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+ # uncompressed RLE
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+ rle = maskUtils.frPyObjects(mask_ann, h, w)
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+ else:
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+ # rle
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+ rle = mask_ann
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+ mask = maskUtils.decode(rle)
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+ return mask
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+
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+ data = json.load(open('/mnt/workspace/workgroup/yuanyq/code/LISA/utils/new_format/refcocog_seg.json'))
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+
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+ for i in tqdm(range(len(data)//10)):
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+ try:
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+ d = data[i*10]
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+ h = None
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+ w = None
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+ for msk in d['masks']:
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+ if 'height' in d:
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+ h = d['height']
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+ w = d['width']
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+ mask = annToMask(msk, h, w)
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+ except:
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+ import pdb
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+ pdb.set_trace()