YOLO Object Detection on the Raspberry Pi AI HAT | Writing Python Scripts

Published: 28 November 2024
on channel: Core Electronics

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🔗 The full guide : https://core-electronics.com.au/guide...

In this guide, we will be exploring how to set up YOLO object detection with the Raspberry Pi AI HAT*, and more importantly, learning how to apply this in your *Python projects*. We will be taking a look at how to *install the required hardware and firmware as well as how to set up and use the object detection Python pipelines*. The result of this guide will have you equipped with an understanding of this whole setup, as well as three different *example scripts we have written. One will "do something" when an object is detected, another when a certain number of objects are detected, and the last when an object is detected in a certain location.

🔧🔨🧰 Hardware featured in this guide:

13 TOPS AI HAT+:
https://core-electronics.com.au/catal...
26 TOPS AI HAT+:
https://core-electronics.com.au/catal...
Raspberry Pi 5:
https://core-electronics.com.au/raspb...

💡❓ If you have any questions about this content or want to share a project you're working on head over to our maker forum: http://coreelec.io/forum

0:00 What we will be doing
0:30 What you will need
1:00 Installing the AI HAT
1:54 Installing firmware and Python pipelines
3:37 Looking at the file structure and pipeline
4:49 Running object recognition demo
6:29 Exploring the Python demo script
8:23 Project code 1: detecting objects
13:19 Disabling FPS shell reading
13:58 Project code 2: counting objects
16:03 Project code 3: object position
18:08 Wrap up

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