I found a solution that will make you 10x more productive when dealing with a dataset of images:
https://twitter.com/svpino/status/1632727780772446208
CleanVision automatically detects potential issues in image datasets like images that are: blurry, under/over-exposed, (near) duplicates, etc. This data-centric AI package is a quick first step for any computer vision project to find problems in the dataset, which you want to address before applying machine learning. Also check cleanlab.
https://www.youtube.com/watch?v=xtRY_iT41U4