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The dataset generation failed
Error code: DatasetGenerationError
Exception: UnicodeDecodeError
Message: 'utf-8' codec can't decode byte 0x89 in position 0: invalid start byte
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1855, in _prepare_split_single
for _, table in generator:
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/xml/xml.py", line 66, in _generate_tables
xml = f.read()
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/utils/file_utils.py", line 827, in read_with_retries
out = read(*args, **kwargs)
File "/usr/local/lib/python3.9/codecs.py", line 322, in decode
(result, consumed) = self._buffer_decode(data, self.errors, final)
UnicodeDecodeError: 'utf-8' codec can't decode byte 0x89 in position 0: invalid start byte
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1436, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1053, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1898, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
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<annotation><folder>F:/program/Dataset/MCnet-master/MCnet-master/dataset/training</folder><filename>s0000507b_0_4.jpg</filename><path>\JPEGImage\s0000507b_0_4.jpg</path><source><database>Unknown</database></source><size><width>585</width><height>600</height><depth>3</depth></size><segmented>0</segmented><object><name>defect</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>0</xmin><ymin>0</ymin><xmax>301</xmax><ymax>266</ymax></bndbox></object></annotation>
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<annotation><folder>F:/program/Dataset/MCnet-master/MCnet-master/dataset/training</folder><filename>s0000507b_1_0.jpg</filename><path>\JPEGImage\s0000507b_1_0.jpg</path><source><database>Unknown</database></source><size><width>600</width><height>600</height><depth>3</depth></size><segmented>0</segmented><object><name>defect</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>0</xmin><ymin>54</ymin><xmax>536</xmax><ymax>532</ymax></bndbox></object></annotation>
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<annotation><folder>F:/program/Dataset/MCnet-master/MCnet-master/dataset/training</folder><filename>s0000507b_1_1.jpg</filename><path>\JPEGImage\s0000507b_1_1.jpg</path><source><database>Unknown</database></source><size><width>600</width><height>600</height><depth>3</depth></size><segmented>0</segmented><object><name>defect</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>287</xmin><ymin>300</ymin><xmax>600</xmax><ymax>600</ymax></bndbox></object></annotation>
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<annotation><folder>F:/program/Dataset/MCnet-master/MCnet-master/dataset/test</folder><filename>s0000513b_2_2.jpg</filename><path>\JPEGImage\s0000513b_2_2.jpg</path><source><database>Unknown</database></source><size><width>600</width><height>600</height><depth>3</depth></size><segmented>0</segmented><object><name>defect</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>40</xmin><ymin>211</ymin><xmax>380</xmax><ymax>593</ymax></bndbox></object></annotation>
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<annotation><folder>F:/program/Dataset/MCnet-master/MCnet-master/dataset/test</folder><filename>s0000513b_2_3.jpg</filename><path>\JPEGImage\s0000513b_2_3.jpg</path><source><database>Unknown</database></source><size><width>600</width><height>600</height><depth>3</depth></size><segmented>0</segmented><object><name>defect</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>240</xmin><ymin>300</ymin><xmax>304</xmax><ymax>371</ymax></bndbox></object><object><name>defect</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>167</xmin><ymin>344</ymin><xmax>297</xmax><ymax>486</ymax></bndbox></object><object><name>defect</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>20</xmin><ymin>382</ymin><xmax>186</xmax><ymax>559</ymax></bndbox></object></annotation>
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<annotation><folder>F:/program/Dataset/MCnet-master/MCnet-master/dataset/test</folder><filename>s0000513b_2_4.jpg</filename><path>\JPEGImage\s0000513b_2_4.jpg</path><source><database>Unknown</database></source><size><width>600</width><height>600</height><depth>3</depth></size><segmented>0</segmented><object><name>defect</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>0</xmin><ymin>211</ymin><xmax>324</xmax><ymax>590</ymax></bndbox></object></annotation>
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End of preview.
Datasets URL：https://drive.google.com/drive/folders/13r-l_OEUt63A8K-ol6jQiaKNuGdseZ7j?usp=sharing
Datasets Paper: Chen Y, Tang Y, Hao H, et al. AMFF-YOLOX: Towards an Attention Mechanism and Multiple Feature Fusion Based on YOLOX for Industrial Defect Detection[J]. Electronics, 2023, 12(7): 1662.
Dataset Original Repository: MCnet
Dataset Original Paper: Zhang D, Song K, Xu J, et al. MCnet: Multiple context information segmentation network of no-service rail surface defects[J]. IEEE Transactions on Instrumentation and Measurement, 2020, 70: 1-9.
If you want to cite this.
@Article{electronics12071662,
author = {Chen, Yu and Tang, Yongwei and Hao, Huijuan and Zhou, Jun and Yuan, Huimiao and Zhang, Yu and Zhao, Yuanyuan},
title = {AMFF-YOLOX: Towards an Attention Mechanism and Multiple Feature Fusion Based on YOLOX for Industrial Defect Detection},
journal = {Electronics},
volumn = {12},
year = {2023},
number = {7},
article-number = {1662},
url = {https://www.mdpi.com/2079-9292/12/7/1662},
issn = {2079-9292},
doi = {10.3390/electronics12071662}
}
and
@Article{9285332,
author = {Zhang, Defu and Song, Kechen and Xu, Jing and He, Yu and Niu, Menghui and Yan, Yunhui},
journal = {IEEE Transactions on Instrumentation and Measurement},
title = {MCnet: Multiple Context Information Segmentation Network of No-Service Rail Surface Defects},
year = {2021},
volume = {70},
number = {},
pages = {1-9},
doi = {10.1109/TIM.2020.3040890}}
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