自己数据训练报错，请教gt_masks 是如何计算的？

[tianyongliu]

训练训练自己的数据报错：

File "/root/miniconda/envs/d2/lib/python3.7/site-packages/mmdet/models/detectors/base.py", line 181, in forward
return self.forward_train(img, img_metas, **kwargs)
File "/root/workspace/DAVAR-Lab-OCR-main/davarocr/davar_table/models/detectors/lgpma.py", line 134, in forward_train
**kwargs)
File "/root/workspace/DAVAR-Lab-OCR-main/davarocr/davar_table/models/roi_heads/lgpma_roi_head.py", line 86, in forward_train
gt_masks, img_metas, gt_bboxes)
File "/root/workspace/DAVAR-Lab-OCR-main/davarocr/davar_table/models/roi_heads/lgpma_roi_head.py", line 133, in _mask_forward_train
self.train_cfg, gt_bboxes)
File "/root/workspace/DAVAR-Lab-OCR-main/davarocr/davar_table/models/roi_heads/mask_heads/lpma_mask_head.py", line 107, in get_targets
gt_lpma_hor, gt_lpma_ver = get_lpmasks(gt_masks, gt_bboxes)
File "/root/workspace/DAVAR-Lab-OCR-main/davarocr/davar_table/core/mask/lp_mask_target.py", line 30, in get_lpmasks
gt_masks_temp = list(gt_masks_temp)
File "/root/workspace/DAVAR-Lab-OCR-main/davarocr/davar_table/core/mask/lp_mask_target.py", line 55, in get_lpmask_single
middle_x, middle_y = round(np.where(box_text == 1)[1].mean()), round(np.where(box_text == 1)[0].mean())
ValueError: cannot convert float NaN to integer

肉眼检查数据，没有看出有什么问题，涉及的代码段是这里：

def get_lpmask_single(gt_mask, gt_bbox):
"""Produce local pyramid mask according to gt_bbox and gt_mask ((for one image).

Args;
    gt_mask(BitmapMasks): masks of the text regions (for one image)
    gt_bbox(Tensor): (n x 4).bboxes of the aligned cells (for one image)

Returns;
    BitmapMasksTable;pyramid masks in horizontal direction (for one image)
    BitmapMasksTable;pyramid masks in vertical direction (for one image)
"""

(num, high, width) = gt_mask.masks.shape
mask_s1 = np.zeros((num, high, width), np.float32)
mask_s2 = np.zeros((num, high, width), np.float32)
for ind, box_text in zip(range(num), gt_mask.masks):
    left_col, left_row, right_col, right_row = list(map(float, gt_bbox[ind, 0:4]))
    x_min, y_min, x_max, y_max = ceil(left_col), ceil(left_row), ceil(right_col) - 1, ceil(right_row) - 1
    middle_x, middle_y = round(np.where(box_text == 1)[1].mean()), round(np.where(box_text == 1)[0].mean())

所以想问下，这个gt_mask是哪里计算的，是如何计算的，以便于我检查或者筛选自己的数据，谢谢！

[tianyongliu]

附上报错的原始数据，还未转化为Json之前的数据：

{'imgid': 1677570388612148, 'filename': '600383_20220425_4_pdlVEVET_P_48_T_1.png', 'split': 'train', 'html': {'cells': [{'tokens': ['', '项', '目', ''], 'bbox': [21.84, 8.343904377267279, 38.730000000000004, 16.47090437726729]}, {'tokens': ['', '项', '目', '进', '度', ''], 'bbox': [64.464, 3.5439043772672676, 81.354, 21.390904377267248]}, {'tokens': ['', '经', '营', '业', '态', ''], 'bbox': [91.94, 3.5439043772672676, 108.83, 21.390904377267248]}, {'tokens': ['', '权', '益', '比', '例', ''], 'bbox': [121.22, 3.5439043772672676, 138.10999999999999, 21.390904377267248]}, {'tokens': ['', '占', '地', '面', '积', ''], 'bbox': [157.46, 3.5439043772672676, 181.91, 21.390904377267248]}, {'tokens': ['', '规', '划', '计', '容', '建', '筑', '面', '积', ''], 'bbox': [193.34, 3.5439043772672676, 225.35, 21.390904377267248]}, {'tokens': ['', '总', '建', '筑', '面', '积', ''], 'bbox': [241.85, 3.5439043772672676, 266.29999999999995, 21.390904377267248]}, {'tokens': ['', '可', '租', '售', '面', '积', ''], 'bbox': [277.96999999999997, 3.5439043772672676, 309.97999999999996, 21.390904377267248]}, {'tokens': ['', '2', '0', '2', '1', '新', '开', '工', '面', '积', ''], 'bbox': [320.45, 3.5439043772672676, 352.46, 21.390904377267248]}, {'tokens': ['', '2', '0', '2', '1', '在', '建', '面', '积', ''], 'bbox': [368.81, 3.5439043772672676, 395.08, 21.390904377267248]}, {'tokens': ['', '2', '0', '2', '1', '竣', '工', '面', '积', ''], 'bbox': [410.95, 3.5439043772672676, 437.2, 21.390904377267248]}, {'tokens': ['', '累', '计', '竣', '工', '面', '积', ''], 'bbox': [453.54999999999995, 3.5439043772672676, 477.99999999999994, 21.390904377267248]}, {'tokens': ['', '2', '0', '2', '1', '签', '约', '面', '积', ''], 'bbox': [487.15, 3.5439043772672676, 513.4, 21.390904377267248]}, {'tokens': ['', '累', '计', '签', '约', '面', '积', ''], 'bbox': [524.35, 3.5439043772672676, 556.39, 21.390904377267248]}, {'tokens': ['', '2', '0', '2', '1', '签', '约', '金', '额', ''], 'bbox': [565.7800000000001, 3.5439043772672676, 599.59, 21.390904377267248]}, {'tokens': ['', '2', '0', '2', '1', '年', '结', '算', '面', '积', ''], 'bbox': [609.34, 3.5439043772672676, 641.35, 21.390904377267248]}, {'tokens': ['', '报', '告', '期', '末', '待', '结', '转', '面', '积', ''], 'bbox': [651.82, 0, 683.83, 26.310904377267263]}, {'tokens': ['', '2', '0', '2', '1', '年', '结', '算', '金', '额', ''], 'bbox': [694.4200000000001, 0, 720.69, 26.310904377267263]}, {'tokens': ['', '项', '目', '计', '划', '总', '投', '资', ''], 'bbox': [735.48, 3.5439043772672676, 767.49, 21.390904377267248]}, {'tokens': ['', '2', '0', '2', '1', '年', '实', '际', '投', '资', '额', ''], 'bbox': [777.96, 0, 802.4399999999999, 26.310904377267263]}, {'tokens': ['', '福', '州', '市', '都', '会', '之', '光', '花', '园', '二', '区', ''], 'bbox': [6.84, 29.58390437726723, 51.95808000000001, 47.43090437726727]}, {'tokens': ['', '在', '建', ''], 'bbox': [64.464, 34.50390437726725, 81.354, 42.63090437726726]}, {'tokens': ['', '住', '宅', ''], 'bbox': [91.94, 34.50390437726725, 108.83, 42.63090437726726]}, {'tokens': ['', '9', '8', '%', ''], 'bbox': 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[HULEI7]

请问解决了吗，遇到了同样的问题

[Athena233]

@tianyongliu 这个数据你是怎么标注的？

[tianyongliu]

项目跑出来的数据，不是标注的