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As mentioned several times in Pull Requests, conversion from
yolo
format toalbumentations
format and back loses accuracy. This is due to the conversion of coordinates from float to integer and back. Since theyolo
format is already normalized, there is no need to convert anything to integer. I removed the unnecessary conversions and edited one of the tests.I was not able to reproduce this bug on an image of size 100 by 100, so I added tests with images of other sizes that the current version of the library does not pass.