Object detection on Edge devices with Live Video Analytics using YOLO model-Microsoft Learn

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Object detection on Edge devices with Live Video Analytics using YOLO model

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Instructor :

Microsoft

Categories :

Smart AI

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Curriculum

Use Live Video Analytics on IoT Edge module to build a video analytics solution
Deploy a set of modules to an IoT Edge virtual machine using the installer
Set up an application that uses a virtual device for rapid inference at the edge
Bring an AI model of your choice into the video analytics solution
Test a solution that will detect a person at the edge from a web application // Introduction

Build the video analytics solution on IoT Edge

How to deploy an IoT Edge device

Exercise - Deploy an IoT Edge device

How to install Vision on Edge solution

Exercise - Install Vision Edge Solution

How to upload a sample video file to your edge device

Exercise - Upload a sample video to your edge device

How to build a container image with YOLOv4 TensorFlow Lite model

Exercise - Build a container image with YOLO model and deploy it to IoT Edge

How to deploy your solution

Exercise - Bring your AI model to deploy a video analytics solution

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Instructor :

Microsoft

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