USL is the primary language for Uzbekistan people who are deaf and hard of hearing and is used by some hearing people as well.
Being proficient in USL allows you to communicate with a wide range of hearing, hard of hearing, and deaf individuals—including students in mainstream and deaf school or university programs and deaf or hard of hearing residents and business people in your community.
To provide effective and clear communication between medical staff and patients, a number of tools are available to assist medical professionals with providing effective communication strategies with their patients.
The data set is a collection of images of alphabets from Uzbek Sign Language, separated in 28 folders which represent the various classes.
The training data set contains 2800 images which are around 600x500 pixels. There are 28 classes, with the letters A-Z.
The purpose of the work is to create a program that recognizes all the letters of the Uzbek alphabet. In this work, a program was created that recognizes the letters O' and G' of the Uzbek alphabet. The advantages of the work is that it can detect both hands in real-time. Used tools: OpenCV, Mediapipe.
