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Yayın Air-Drawing(Institute of Electrical and Electronics Engineers Inc., 2022) Ali, S.H.; Aygun, H.Computer vision is a branch of artificial intelligence (AI) that enables computers and systems to derive meaningful information from digital images, videos, and other visual inputs to conduct actions or offer suggestions in response to that information. If AI gives computers the ability to think, computer vision gives them the ability to see, observe, and comprehend. Computer vision is used in many applications such as image recognition, face recognition, fingerprint recognition, medical diagnosis, and self-driving. In this study, we have designed and implemented a hands-on air drawing software, just by holding the index finger and drawing in the air. This software may be used in the video conferencing field to draw in the air using a single finger and to display the drawing on the screen. © 2022 IEEE.Yayın Shape Detection Using Air-Drawing(Institute of Electrical and Electronics Engineers Inc., 2023) Ali, S.H.; Aygun, H.Computer vision is a branch of AI that enables computers and systems to extract and process meaningful information from visual inputs such as digital images and videos. Computer vision endows computers with the ability to see, observe, and understand the visual world, while AI endows them with the ability to think and reason. Computer vision has a wide range of applications such as image recognition, face recognition, fingerprint recognition, medical diagnosis, and self-driving. In this study, we have designed and implemented a novel hands-on air drawing software that allows users to draw in the air with their index finger as a virtual pen. The software can also recognize basic drawn shapes such as squares, circles, and triangles and display them on the screen. This software can be used in the video conferencing field to facilitate communication and collaboration through air drawing. © 2023 IEEE.