• Ashish Manojkumar Kahar
• Bhavik Paresh Patil
• Nupur Bharat Pansare
• Bhagyashri Suresh Patil

Amidst the once all encompassing COVID-19 pandemic, the necessity for touch-less interaction solutions has become increasingly apparent. In Response, this paper introduces a novel hand-free gesture-controlled application designed to address this need effectively. This hand-free gesture-controlled application represents a significant step forward in touch-less technology, particularly in the context of the COVID-19 pandemic. It not only provides a practical solution to current challenges but also promotes broader societal awareness and inclusiveness. As we navigate these uncertain times, innovations like these play a crucial role in shaping a safer, cleaner, and more connected future.

Gesture Prediction, Predictive Analytic, Computer Vision, Machine Learning

"Hands-free gesture controlled ordering APP", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.12, Issue 3, page no.c735-c738, March-2025, Available :http://www.jetir.org/papers/JETIR2503287.pdf

"Hands-free gesture controlled ordering APP", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.12, Issue 3, page no. ppc735-c738, March-2025, Available at : http://www.jetir.org/papers/JETIR2503287.pdf