Innovations in user interface (UI) technologies and machine learning are transforming human-machine interaction, according to a new study by Frost & Sullivan.

Key enabling technologies such as gesture recognition, image recognition and natural language processing are helping to boost customer experience, the report says. It says the evolution of innovative UI technologies and applications is taking human-machine interaction to new heights. Present-day UI tools have moved beyond the concept of just representing machines to users to enabling sophisticated interaction, the firm notes. These technologies have facilitated the successful transformation from traditional text- and graphics-based UIs to touch, touchless and voice-guided innovations.

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