• Vijay Satgonda Kamble
• Tanvi Digambar Ghule
• Anuja Annasaheb Kotkar
• Vinayak Arvind Kulkarni
• Ashvini Bamnikar

Ever wanted to be able to draw something by simply waving your finger in the air? The definition of communication is the effect or exchange of information by speech, writing, or any other media. We suggest a revolutionary technique for manipulating computers by waving your fingers in the air. These days, a multitude of technologies may be used to do this. For real-time fingertip detection over the air in front of the camera, we suggest using the media pipe module. For the identification of handwritten patterns, we suggest using the RNN model and the Bezier curve. The suggested approach will achieve the following first, it will identify the hand and finger from the video frame, then it will identify the pattern produced by the hand and convert it into text. Furthermore, this technology enables real Human-System communication without the need for a character input device of any kind.

fingertip detection, media pipe, handwritten pattern, Bezier curve, RNN

"Air Writing and Recognition System", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 11, page no.d54-d61, November-2022, Available :http://www.jetir.org/papers/JETIR2211308.pdf

"Air Writing and Recognition System", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 11, page no. ppd54-d61, November-2022, Available at : http://www.jetir.org/papers/JETIR2211308.pdf