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Is there any solution with opencv which complete forms ?

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I have to make a clear picture with opencv to apply then OCR with tesseract .I try many methods but picture still have incompletes letters (so i will not be able to identify theses letters by OCR ). t tried cvtColor to gray -->fastNlMeansDenoising -->adaptiveThreshold-->Canny-->and finally find and draw contours ![image description](/upfiles/14584765137724128.jpg)

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