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[Feature][Core] Calculate thresholding confidence using data

Open Udayraj123 opened this issue 1 year ago • 8 comments

The core logic of OMRChecker revolves around finding the correct separation between Marked and Unmarked bubbles. We want to let the user know if it has been determined confidently.

Image

In the above image there are two possible thresholds based on the jumps in the histogram. In such cases the confidence metric will be useful to separate bad quality images.

More references in Rich Visuals section.

Note: this issue is marked with the hacktoberfest label. Follow #hacktoberfest-discussions on Discord for further details .

Udayraj123 avatar Sep 29 '22 19:09 Udayraj123