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Fix out of bounds albumentations issues and update dependencies #2062

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Run time

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Job	Run time
Lint	23s
Type Check	18s
Tests (ubuntu-22.04)	21m 13s
Tests (windows-2022)	28m 39s
Tests (macos-latest)	31m 34s
	1h 22m 7s