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v.0.3.0 Major improvements in dark and blurry issue types, scoring for duplicate issues

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@sanjanag sanjanag released this 24 May 22:25
· 48 commits to main since this release
c332a25

Improvement in blurry check
Improved the blurry check logic to produce lesser false positives and catch blurry images which were left unidentified earlier in the dataset.

Here are some examples of images that were falsely identified as blurry previously
Screenshot 2023-05-24 at 4 03 30 PMScreenshot 2023-05-24 at 4 04 13 PMScreenshot 2023-05-24 at 4 05 32 PMScreenshot 2023-05-24 at 4 05 51 PMScreenshot 2023-05-24 at 4 11 55 PMScreenshot 2023-05-24 at 4 14 13 PM

Here are some examples of blurry images that were discovered after improvement
Screenshot 2023-05-24 at 4 07 31 PMScreenshot 2023-05-24 at 4 10 48 PMScreenshot 2023-05-24 at 4 12 51 PMScreenshot 2023-05-24 at 4 13 52 PM

Improvement in dark check
Images that were previously falsely identified as dark
Screenshot 2023-05-24 at 4 18 26 PM

Scoring for near and exact duplicate issue types
Introduced scores for near and exact duplicate checks. The score of an image is inversely proportional to the number of images identified as its duplicate. Here's an example of what the scores look like. Here top 3 images are exact duplicates of each other and so on.
Screenshot 2023-05-24 at 4 21 50 PM

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