For real-time gesture detection accuracy, the classifier works both as user-dependent and user-independent models. We can not disclose the final experimental results, quantitative or qualitative results, obtained for Serpentine, as they are under review by the honorable scientific community presiding at the CHI Conference 2019.Upon acceptance, all results will be added to Hackaday 2018 project web page.