Text retrieval from an image is not appropriate

I have an image where it contains names of several resources. When I am trying to read the text from the image using R its not throwing how it is present in image. For instance J is reported as I Or JI, Xyz1 is reported as XyzL I used tesseract and magick packages but still I am facing the issue.
Sample Source:

Coding with Output:

Please anyone provide a solution to solve the issue.

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