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detection_data_augmentation——This file does not contain objects
공유해 주셔서 감사합니다. 작은 문제가 발생했습니다.
D:/hello/
├── Annotations
│ ├── xxx1.xml
│ ├── xxx2.xml
│ ├── xxx3.xml
│ | ...
├── JPEGImages
│ ├── xxx1.jpg
│ ├── xxx2.jpg
│ ├── xxx3.jpg
if __name__ == "__main__":
# parser = argparse.ArgumentParser(description='Detection dataset augmentation')
# parser.add_argument('--image_path', type=str)
# parser.add_argument('--xml_path', type=str)
# parser.add_argument('--outpath', type=str)
# parser.add_argument('--outshape', type=str) # split or merge
# parser.add_argument('--num_aug', type=str, default=5)
# parser.add_argument('--visual', type=str2bool, default=False)
# args = parser.parse_args()
image_set_path = "D:/hello/JPEGImages/*.jpg"
image_list = sorted(glob.glob(image_set_path))
xml_set_path = "D:/hello/Annotations/*.xml"
xml_list = sorted(glob.glob(xml_set_path))
print(len(image_list), len(xml_list))
output_shape = "merge"
output_path = "D:/hello/VOC/"
aug_num = "10"
visual = False
26 26
0%| | 0/26 [00:00<?, ?it/s]0 Annotations\NG_1.xml This file does not contain objects.
1 Annotations\NG_10.xml This file does not contain objects.
2 Annotations\NG_100.xml This file does not contain objects.
12%|███████████████████▍ | 3/26 [00:00<00:00, 23.44it/s]3 Annotations\NG_101.xml This file does not contain objects.
4 Annotations\NG_102.xml This file does not contain objects.
5 Annotations\NG_103.xml This file does not contain objects.
23%|██████████████████████████████████████▊ | 6/26 [00:00<00:00, 24.69it/s]6 Annotations\NG_104.xml This file does not contain objects.
7 Annotations\NG_105.xml This file does not contain objects.
8 Annotations\NG_11.xml This file does not contain objects.
35%|██████████████████████████████████████████████████████████▏ | 9/26 [00:00<00:00, 25.21it/s]9 Annotations\NG_12.xml This file does not contain objects.
10 Annotations\NG_13.xml This file does not contain objects.
11 Annotations\NG_14.xml This file does not contain objects.
46%|█████████████████████████████████████████████████████████████████████████████ | 12/26 [00:00<00:00, 25.63it/s]12 Annotations\NG_15.xml This file does not contain objects.
13 Annotations\NG_16.xml This file does not contain objects.
14 Annotations\NG_2.xml This file does not contain objects.
58%|████████████████████████████████████████████████████████████████████████████████████████████████▎ | 15/26 [00:00<00:00, 24.95it/s]15 Annotations\NG_3.xml This file does not contain objects.
16 Annotations\NG_4.xml This file does not contain objects.
17 Annotations\NG_5.xml This file does not contain objects.
69%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌ | 18/26 [00:00<00:00, 25.54it/s]18 Annotations\NG_6.xml This file does not contain objects.
19 Annotations\NG_7.xml This file does not contain objects.
20 Annotations\NG_8.xml This file does not contain objects.
81%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉ | 21/26 [00:00<00:00, 25.94it/s]21 Annotations\NG_9.xml This file does not contain objects.
22 Annotations\OK_1.xml This file does not contain objects.
23 Annotations\OK_2.xml This file does not contain objects.
92%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏ | 24/26 [00:00<00:00, 26.12it/s]24 Annotations\OK_3.xml This file does not contain objects.
25 Annotations\OK_5.xml This file does not contain objects.
100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 26/26 [00:01<00:00, 25.66it/s]
26 26
0%| | 0/26 [00:00<?, ?it/s]xml_name Annotations\NG_10010000.xml
0%| | 0/26 [00:00<?, ?it/s]
Traceback (most recent call last):
File "E:\anaconda3\envs\hello\lib\xml\etree\ElementTree.py", line 786, in _get_writer
write = file_or_filename.write
AttributeError: 'str' object has no attribute 'write'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "f:/Intsoft_AI/a6.py", line 247, in <module>
augmentation(image_list, xml_list, output_shape, visual)
File "f:/Intsoft_AI/a6.py", line 185, in augmentation
modify_coordinate(output_path, transformed, xml, x, output_shape)
File "f:/Intsoft_AI/a6.py", line 132, in modify_coordinate
tree.write(f"{output_path}/{str(idx)}/annotations/{filename}_{str(idx)}.xml")
File "E:\anaconda3\envs\hello\lib\xml\etree\ElementTree.py", line 756, in write
with _get_writer(file_or_filename, enc_lower) as write:
File "E:\anaconda3\envs\hello\lib\contextlib.py", line 113, in __enter__
return next(self.gen)
File "E:\anaconda3\envs\hello\lib\xml\etree\ElementTree.py", line 792, in _get_writer
file = open(file_or_filename, "w", encoding=encoding,
FileNotFoundError: [Errno 2] No such file or directory: 'D:/hello/VOC//0/annotations/Annotations\\NG_10010000_0.xml'
detection_data_augmentation——bbox_original__IndexError: list index out of range
A.Rotate(limit=(-90,90), border_mode=4, p=1.0),
Traceback (most recent call last):
File "f:/hello/a6.py", line 252, in <module>
augmentation(image_list, xml_list, output_shape, visual)
File "f:/hello/a6.py", line 200, in augmentation
modify_coordinate(output_path, transformed, xml, x, output_shape)
File "f:/hello/a6.py", line 122, in modify_coordinate
bbox_original.find('xmin').text = str(int(bbox_mod[x][0]))
IndexError: list index out of range
Image Size
2048*1500
XML
<annotation>
<folder>20481500NG</folder>
<filename>NG_16.JPG</filename>
<path>D:\hello\NG_16.JPG</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>2048</width>
<height>1500</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>Hei</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>581</xmin>
<ymin>467</ymin>
<xmax>606</xmax>
<ymax>494</ymax>
</bndbox>
</object>
<object>
<name>Hei</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>574</xmin>
<ymin>490</ymin>
<xmax>580</xmax>
<ymax>499</ymax>
</bndbox>
</object>
<object>
<name>Dian</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1734</xmin>
<ymin>397</ymin>
<xmax>1743</xmax>
<ymax>405</ymax>
</bndbox>
</object>
<object>
<name>Hei</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1707</xmin>
<ymin>380</ymin>
<xmax>1717</xmax>
<ymax>393</ymax>
</bndbox>
</object>
<object>
<name>Hei</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1882</xmin>
<ymin>450</ymin>
<xmax>1893</xmax>
<ymax>462</ymax>
</bndbox>
</object>
<object>
<name>Hui</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1805</xmin>
<ymin>512</ymin>
<xmax>1814</xmax>
<ymax>523</ymax>
</bndbox>
</object>
<object>
<name>Dian</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1735</xmin>
<ymin>489</ymin>
<xmax>1745</xmax>
<ymax>504</ymax>
</bndbox>
</object>
<object>
<name>Dian</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1594</xmin>
<ymin>473</ymin>
<xmax>1605</xmax>
<ymax>484</ymax>
</bndbox>
</object>
<object>
<name>TuCeng</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1520</xmin>
<ymin>464</ymin>
<xmax>1534</xmax>
<ymax>480</ymax>
</bndbox>
</object>
<object>
<name>Dian</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1473</xmin>
<ymin>441</ymin>
<xmax>1483</xmax>
<ymax>454</ymax>
</bndbox>
</object>
<object>
<name>Dian</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1338</xmin>
<ymin>426</ymin>
<xmax>1350</xmax>
<ymax>444</ymax>
</bndbox>
</object>
<object>
<name>Dian</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1298</xmin>
<ymin>530</ymin>
<xmax>1309</xmax>
<ymax>542</ymax>
</bndbox>
</object>
<object>
<name>Dian</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1296</xmin>
<ymin>428</ymin>
<xmax>1308</xmax>
<ymax>444</ymax>
</bndbox>
</object>
<object>
<name>Dian</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1236</xmin>
<ymin>445</ymin>
<xmax>1249</xmax>
<ymax>465</ymax>
</bndbox>
</object>
<object>
<name>Dian</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1185</xmin>
<ymin>444</ymin>
<xmax>1197</xmax>
<ymax>462</ymax>
</bndbox>
</object>
<object>
<name>Dian</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1176</xmin>
<ymin>499</ymin>
<xmax>1189</xmax>
<ymax>517</ymax>
</bndbox>
</object>
<object>
<name>Dian</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1093</xmin>
<ymin>497</ymin>
<xmax>1104</xmax>
<ymax>513</ymax>
</bndbox>
</object>
<object>
<name>Hei</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1135</xmin>
<ymin>529</ymin>
<xmax>1144</xmax>
<ymax>542</ymax>
</bndbox>
</object>
<object>
<name>Hui</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1017</xmin>
<ymin>409</ymin>
<xmax>1027</xmax>
<ymax>421</ymax>
</bndbox>
</object>
<object>
<name>Hui</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1092</xmin>
<ymin>524</ymin>
<xmax>1100</xmax>
<ymax>535</ymax>
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</object>
<object>
<name>Hui</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>1080</xmin>
<ymin>508</ymin>
<xmax>1089</xmax>
<ymax>518</ymax>
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</object>
<object>
<name>Hui</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
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<object>
<name>Hui</name>
<pose>Unspecified</pose>
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<difficult>0</difficult>
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<object>
<name>Hui</name>
<pose>Unspecified</pose>
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<difficult>0</difficult>
<bndbox>
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<object>
<name>Hui</name>
<pose>Unspecified</pose>
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<difficult>0</difficult>
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</object>
<object>
<name>Hui</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>957</xmin>
<ymin>436</ymin>
<xmax>970</xmax>
<ymax>448</ymax>
</bndbox>
</object>
<object>
<name>Hui</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
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<ymin>402</ymin>
<xmax>904</xmax>
<ymax>415</ymax>
</bndbox>
</object>
<object>
<name>Hui</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>887</xmin>
<ymin>468</ymin>
<xmax>897</xmax>
<ymax>481</ymax>
</bndbox>
</object>
<object>
<name>Hui</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>904</xmin>
<ymin>510</ymin>
<xmax>920</xmax>
<ymax>521</ymax>
</bndbox>
</object>
<object>
<name>Hui</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>784</xmin>
<ymin>502</ymin>
<xmax>795</xmax>
<ymax>518</ymax>
</bndbox>
</object>
<object>
<name>Hui</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
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<ymin>449</ymin>
<xmax>818</xmax>
<ymax>463</ymax>
</bndbox>
</object>
<object>
<name>TuCeng</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>744</xmin>
<ymin>415</ymin>
<xmax>801</xmax>
<ymax>456</ymax>
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<object>
<name>TuCeng</name>
<pose>Unspecified</pose>
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<difficult>0</difficult>
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<xmax>752</xmax>
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<object>
<name>Hui</name>
<pose>Unspecified</pose>
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<difficult>0</difficult>
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<xmax>705</xmax>
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<object>
<name>Hui</name>
<pose>Unspecified</pose>
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<difficult>0</difficult>
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<object>
<name>Hui</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
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<ymin>521</ymin>
<xmax>695</xmax>
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<object>
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<pose>Unspecified</pose>
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<difficult>0</difficult>
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<object>
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<pose>Unspecified</pose>
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<object>
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<difficult>0</difficult>
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<pose>Unspecified</pose>
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<object>
<name>Hui</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
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<ymin>497</ymin>
<xmax>440</xmax>
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</object>
<object>
<name>Dian</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>466</xmin>
<ymin>496</ymin>
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<object>
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<difficult>0</difficult>
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<object>
<name>Hui</name>
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<difficult>0</difficult>
<bndbox>
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<ymin>426</ymin>
<xmax>253</xmax>
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<object>
<name>Hui</name>
<pose>Unspecified</pose>
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<difficult>0</difficult>
<bndbox>
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<ymin>486</ymin>
<xmax>234</xmax>
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</object>
<object>
<name>Hui</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>247</xmin>
<ymin>488</ymin>
<xmax>253</xmax>
<ymax>498</ymax>
</bndbox>
</object>
<object>
<name>Hui</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>204</xmin>
<ymin>521</ymin>
<xmax>215</xmax>
<ymax>532</ymax>
</bndbox>
</object>
<object>
<name>Hui</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>221</xmin>
<ymin>524</ymin>
<xmax>236</xmax>
<ymax>541</ymax>
</bndbox>
</object>
<object>
<name>Hui</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>246</xmin>
<ymin>508</ymin>
<xmax>257</xmax>
<ymax>520</ymax>
</bndbox>
</object>
<object>
<name>TuCeng</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>318</xmin>
<ymin>463</ymin>
<xmax>335</xmax>
<ymax>485</ymax>
</bndbox>
</object>
<object>
<name>Hui</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>327</xmin>
<ymin>526</ymin>
<xmax>340</xmax>
<ymax>540</ymax>
</bndbox>
</object>
<object>
<name>Hui</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<bndbox>
<xmin>293</xmin>
<ymin>528</ymin>
<xmax>309</xmax>
<ymax>544</ymax>
</bndbox>
</object>
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