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Intel® Edge AI Fundamentals with OpenVINO™

Offered By: Intel via Udacity

Tags

Internet of Things Courses Artificial Intelligence Courses Computer Vision Courses Application Deployment Courses Edge Computing Courses Model Optimization Courses Pre-trained Models Courses OpenVINO Courses Deep Learning Inference Courses

Course Description

Overview

Stay at the cutting-edge of AI technology by gaining practical skills for deploying edge AI. Learn how to use the Intel® Distribution of the OpenVINO™ toolkit to deploy computer vision capabilities inside a range of edge applications. Leverage the potential of edge computing and use the Intel® Distribution of the OpenVINO™ toolkit to fast-track development of high-performance computer vision and deep learning inference applications.


Syllabus

  • Leveraging Pre-Trained Models
    • Leverage a pre-trained model for computer vision inferencing
  • The Model Optimizer
    • Convert pre-trained models into the framework-agnostic intermediate representation with the Model Optimizer
  • The Inference Engine
    • Perform efficient inference on deep learning models through the hardware-agnostic Inference Engine
  • Deploying an Edge App
    • Deploy an app on the edge, including sending information through MQTT, and analyze model performance and use cases

Taught by

Michael Virgo

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