AI-based image classification using TensorFlow Lite and Python

Discover how you can make use of Python and TensorFlow on your PLCnext Control for object recognition or image classification tasks.

Prior knowledge

• Some knowledge on Python with PLCnext Engineer is advantageous.
• Some basics on IEC 61131 programming is advantageous.

Level

Advanced

Prerequirements

No requirements

Agenda

Duration: ca. 1,5h

1. Basics of computational models for AI-based image recognition and classification
2. TensorFlow Lite Introduction
3. How to train a model for image recognition
4. How to deploy the model using Python and a PLCnext Control
5. Use of the TensorFlow Lite App to explore further possibilities
6. Q&A

Objective

After this webinar you will know how to create and deploy your own TensorFlow Lite models in your PLCnext Control.

About the speaker

Pedro Aguilar is a technical trainer in the Industry Management and Automation team.