AI Gesture Recognition Module

Replace touch with gesture recognition, embedded into TV and set-top box software.

Product client (name confidential)

What it is

A gesture recognition module that can plug into an existing playback UI.

Who it’s for

  • ・Smart display and public exhibition products
  • ・Teams embedding AI into existing software

Background

Public display and smart-home scenarios don’t fit constant screen touch—recognition needed to live inside the existing playback UI.

Problem

A standalone demo can’t become a callable interaction method inside the TV app.

Solution

Developed an embeddable gesture recognition module so the existing UI can receive gesture commands.

Architecture

  • ・Computer vision module
  • ・TV / set-top box application
  • ・Existing product integration

Core features

  • ・Contactless gesture control
  • ・Embed into existing apps
  • ・Modular interface

Technical challenges

Recognition must work in device environments—not only succeed on lab videos.

How we solved it

Connect at the module boundary to the existing app, shrinking how much must be rewritten together.

Results

AI capability became part of the product feature set—not a separate demo page.

Related services

If you have a similar Web product, quiz platform, or AI productization need, start with Custom Web Systems,AI System Integration, or request a development assessment.

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Share the target users, whether registration should be optional, languages, and scoring. We’ll assess whether a rules engine or AI integration fits better.

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AI Gesture Recognition Module Case Study | Embed into Existing Products