Recently, direct contact is the predominant form of communication between the user and the machine. The communication channel is based on devices such as a mouse, keyboard, remote control, touch screen, and other direct contact methods. Human to human communication is accomplished through more natural and intuitive non-contact methods, for example, sound and physical movements. The flexibility and efficiency of these non-contact communication methods have led many researchers to consider employing them to support human-computer interaction. The gesture is an important non-contact human communication method which forms a substantial part of the human language. Historically, wearable data gloves were regularly used to capture the angles and positions of each joint in the user's gesture. The difficulty and cost of a wearable sensor have restricted the widespread use of such a method. Gesture recognition can be defined as the ability of a computer to understand the gestures and perform certain commands based on those gestures. The main goal of Gesture recognition is to develop a system that can identify and understand specific gestures and communicates information from them [1].
Gesture recognition methods based on the non-contact visual inspection are currently popular. This is due to their low cost and convenience to the user. A hand gesture is an expressive communication method used in healthcare, entertainment and education industry, in addition to assisting users with special needs and the elderly. Hand tracking is vital to perform hand gesture recognition, involves undertaking various computer vision operations including hand segmentation, detection, and tracking.
Sign language uses hand gestures to convey feelings or information within the hearing impairment communication. The main problem is that an ordinary person would easily misunderstand the meaning conveyed. The advancement in AI and computer vision can be adapted to recognize and learn the sign language [2]. The modern systems can help an ordinary person to recognize and understand the sign language. This article presents a method which is related to the recognition of hand gestures using deep learning.
Stroke is a disease that affects arteries leading to and within the brain. Stroke is the fifth leading death cause as well as a cause of disability. A stroke occurs when a blood vessel that carries oxygen and nutrients to the brain is either blocked by a clot or bursts. Certain security measures keep the privacy implemented and protects an important part of the profile.

Hardware:
1.PC

Software:
1.Python idle 3.8

Hardware:
1.PC

Software:
1.Python idle 3.8