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The dataset generation failed
Error code: DatasetGenerationError
Exception: UnicodeDecodeError
Message: 'utf-8' codec can't decode byte 0xff 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 1815, 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 807, 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 0xff 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 1438, 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 1055, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, 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 1702, 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 1858, 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.
xml
string |
|---|
import cv2
from math import *
import numpy as np
import random
import os
import glob as gb
def rotate_bound_white_bg(image, angle):
# grab the dimensions of the image and then determine the
# center
(h, w) = image.shape[:2]
(cX, cY) = (w // 2, h // 2)
# grab the rotation matrix (applying the negative of the
# angle to rotate clockwise), then grab the sine and cosine
# (i.e., the rotation components of the matrix)
M = cv2.getRotationMatrix2D((cX, cY), -angle, 1.0)
cos = np.abs(M[0, 0])
sin = np.abs(M[0, 1])
# compute the new bounding dimensions of the image
nW = int((h * sin) + (w * cos))
nH = int((h * cos) + (w * sin))
# adjust the rotation matrix to take into account translation
M[0, 2] += (nW / 2) - cX
M[1, 2] += (nH / 2) - cY
# perform the actual rotation and return the image
return cv2.warpAffine(image, M, (nW, nH),borderValue=(143,148,151))
# return cv2.warpAffine(image, M, (nW, nH))
file="Open_circuit"
f=open(file+'_angles.txt','a')
out_name=[]
path1 = "/home/weapon/Desktop/PCB_DATASET/"+file
# print(path1)
path2 = "/home/weapon/Desktop/PCB_DATASET/"+file+"_rotation"
# print(path2)
paths = gb.glob(path1+"/*.jpg")
# print(paths)
for path in paths:
file_name=path.split('/')[-1].split('.')[-2]
# print(file_name)
angle=random.randint(-10,10)
img = cv2.imread(path)
imgRotation = rotate_bound_white_bg(img, angle)
# print(angle)
f.write(str(file_name) + '\t' + str(angle) + '\n')
cv2.imwrite(path2+"/"+file_name+".jpg",imgRotation)
#cv2.imshow("img",img)
#cv2.imshow("imgRotation",imgRotation)
#cv2.waitKey(0)
|
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<annotation>
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<annotation>
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<annotation>
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<annotation>
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<annotation>
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<annotation>
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<annotation>
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<annotation>
<folder>Missing_hole</folder>
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<annotation>
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<annotation>
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<annotation>
<folder>Missing_hole</folder>
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<object>
<name>missing_hole</name>
<pose>Unspecified</pose>
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<difficult>0</difficult>
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<annotation>
<folder>Missing_hole</folder>
<filename>01_missing_hole_13.jpg</filename>
<path>/home/weapon/Desktop/PCB_DATASET/Missing_hole/01_missing_hole_13.jpg</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>3034</width>
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<depth>3</depth>
</size>
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<name>missing_hole</name>
<pose>Unspecified</pose>
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<difficult>0</difficult>
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<object>
<name>missing_hole</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
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<object>
<name>missing_hole</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
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<xmax>768</xmax>
<ymax>683</ymax>
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|
<annotation>
<folder>Missing_hole</folder>
<filename>01_missing_hole_14.jpg</filename>
<path>/home/weapon/Desktop/PCB_DATASET/Missing_hole/01_missing_hole_14.jpg</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>3034</width>
<height>1586</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>missing_hole</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
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<xmin>2295</xmin>
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<object>
<name>missing_hole</name>
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<object>
<name>missing_hole</name>
<pose>Unspecified</pose>
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<difficult>0</difficult>
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End of preview.
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Dataset Reference
- Danilo Giordano and Martino Trevisan, “PHME Data Challenge,” European conference of the prognostics and health management society, 2022.
- Huang and P. Wei, “A PCB Dataset for Defects Detection and Classification,” Jan. 2019, [Online]. Available: http://arxiv.org/abs/1901.08204
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