Image Translation of Bangla and English Sign Language to Written Language using Convolutional Neural Network

One particular thing that differentiates humans from other species is their abilities to interact. to communicate with others, humans invented languages as units. There are 6500 languages in this world and English has been established as a global language. However, there are a ton of physically disabled human beings who are deprived of expressing their emotions through verbal language. Therefore, sign language has been discovered by expressing feelings with the help of signs which is mainly done by moving body parts: hands in particular. Although, it is so rare to find a research where both Bangladeshi Sign Language (BdSL) and American Sign Language (ASL) is translated, previously some of the prominent researchers worked on primary or secondary ASL and BdSL…