Hi Zain, what is the version of rmtheis/tess-two used for this testing?

You’re right about significant improvements in Tesseract 4.0 but that’s still under development. As mention on tesseract repo The latest stable version is 3.05.01, released on June 1, 2017. Latest source code for 3.05 is available from 3.05 branch on GitHub.