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Case Study: Action Recognition

Action Recognition

This project aims to enhance manufacturing process monitoring by using AI-powered action recognition to detect operator actions in response to machine errors in a factory setting.

Description

  • Enhanced manufacturing process monitoring with AI-powered action recognition.

  • Detected operator responses to machine errors in real-time factory environments.

Business Needs

  • Identify and classify an operator’s action as OK or NG when an error occurs on a machine.

  • Improve efficiency and safety by ensuring proper actions are taken during machine operations.

Models

Supervised Learning

  • Object Detection

  • Action Recognition (LSTM)

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DESCRIPTION
Description
Business Needs
Models

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