July 2019
Intermediate to advanced
416 pages
10h 6m
English
Content preview from Advanced TypeScript Programming Projects
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Introducing MobileNet
At this point, we need to take a small detour into the world of CNNs. MobileNet is a CNN model, so having a little understanding of what a CNN is helps us to understand how it relates to the problem we are solving here. Don't worry, we aren't going to dig into the mathematics behind CNNs, but knowing a little bit about what they do will help us appreciate what they bring to the table for us.
CNN classifiers work by taking in an input image (potentially from a video stream), processing the image, and classifying it under predefined categories. In order to understand how they work, we need to take a step back and think about the problem from a computer's point of view. Suppose we have a picture of a horse. To a computer, ...
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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.