@ahojnnes : The current status contains the latest changes, which I would like you to review, help me out with Cython and then I will write the tests once everything is finalized. In the meanwhile, I will read about CENSURE(STAR) feature detector in the next two days which is next on my timeline to be implemented. Thanks!