Analysis of Human Action Recognition Using Machine Learning techniques

The hand gesture is one of the nonverbal communication strategies used in sign language. Deaf individuals & dumb and have hearing or speech use it most frequently. Communication issues with either one another or with regular individuals. Many sign language systems have been created by different makers, but they're not very useful or affordable for deaf or hard of hearing persons. So, the software has a prototype that can automatically detect signs to assist deaf and dumb persons in communicating with each other and with other people more easily. The majority of individuals find it challenging to comprehend and communicate with others who are deaf or mute, so they're usually denied regular social interaction. These individuals are dependent on an using an interpreter or a visual medium of communication.
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An There won't always be an interpreter present, and visual communication is mainly challenging to comprehend The main language is sign language a method of communication for the population of the deaf and dumb. As a the grammar and meaning of numerous words are unknown to the average person. the hand gestures that make up a sign language, which are mostly their relatives and/or the community of the deaf and dumb.
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