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License: GNU General Public License v3.0
LabelImg Data To Automl Vision CSV
License: GNU General Public License v3.0
Hi,
first of all, great idea, really like it.
However, I ran into the problem below:
When I import the output CSV to the Google Cloud Vision API, I get the following error, for most - nearly all - lines:
Error: gs://pbottles/labelImg.csv line 70: The bounding box cannot represent a rectangle.
Error: gs://pbottles/labelImg.csv line 1037: The bounding box cannot represent a rectangle.
Error: gs://pbottles/labelImg.csv line 1165: The bounding box cannot represent a rectangle.
...
The issue seems to be the conversion from absolute pixel values to 0-1 relative values in the script.
For example, this row:
TRAIN,gs://pbottles/013/20200220_164351.jpg,Plastic Bottle,1.00,0.93,,,1.00,0.98,,
Is considered invalid, since 1.0/0.93 and 1.0/0.98 do not form a normal rectangle. Sometimes, the images are very large and the labeled area relatively small, which may have led to the problem.
What to do - maybe add more digits of accuracy e.g. 0.998 instead of 1.00 - what do you think
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