April 2020
Intermediate to advanced
294 pages
7h 53m
English
Content preview from MicroPython Projects
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Building an Object Detection Application Using Machine Learning
The ability to recognize objects is becoming a critical skill for embedded systems. Whether the system needs to recognize an object on an assembly line or recognize a person or objects in its path, environmental awareness is becoming an important feature for many systems. Hand coding a recognition algorithm using traditional coding techniques is extremely difficult and challenging. Using machine learning and leveraging the CIFAR-10 classes, to build object recognition into a system, is nearly as simple as writing a Hello World! application.
In this project, we will explore machine learning and the embedded libraries that allow us to perform object detection on a microcontroller-based ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.