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After the interviews, it has been comprehended that speech-impairedindividuals who use sign languages have difficulty communicating with otherpeople who do not know sign language. Due to the communication problems, thesense of independence of speech-impaired individuals could be damaged and leadthem to socialize less with society. To contribute to the development oftechnologies, that can reduce the communication problems of speech-impairedpersons, a new dataset was presented with this paper. The dataset was createdby processing American Sign Language-based photographs collected from 173volunteers, published as 27 Class Sign Language Dataset on the Kaggle Datasetsweb page.

A New 27 Class Sign Language Dataset Collected from 173 Individuals