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Building Intelligent UIs with MediaPipe Solutions: Create a Smart To-Do List App

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Miguel A.
Building Intelligent UIs with MediaPipe Solutions: Create a Smart To-Do List App

Details

MediaPipe is Google's innovative open-source framework designed for building on-device machine learning solutions. This advanced toolset empowers developers to create interactive and intelligent applications directly on various devices, including mobile phones and edge devices, without the need for server-based processing. We will specifically be exploring MediaPipe Solutions, which comprises libraries and tools to help developers quickly integrate AI and ML into their apps in a plug-n-play manner.

This session is perfect for those looking to integrate cutting-edge AI into practical React applications. Join us to learn, innovate, and transform your approach to app development!

### Workshop Contents

  1. A brief overview of MediaPipe Solutions and its application in creating intelligent UIs.
  2. Scaffolding the UI with React
  3. Integrating MediaPipe for NLP
  4. Implementing MediaPipe's sentence-to-vector model in the app
  5. Developing the Auto-Categorization Feature
  6. Designing an algorithm to categorize tasks based on their descriptions
  7. Hands-on testing of the app with different task inputs

### Target Audience

Web developers, UI/UX designers, and AI and machine learning enthusiasts.
Basic familiarity with React and an interest in applying AI in web applications.

### Learning Outcomes

Understanding the integration of MediaPipe's NLP models in web apps.
Gaining practical experience in building an AI-enhanced React application.
Insights into the potential of AI in automating and improving user interactions

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Google Developer Group Charlotte
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