August 2024
Intermediate to advanced
374 pages
8h 44m
English
Content preview from Machine Learning in ElixirBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Going Beyond Image Classification
As you’ve seen in this chapter, CNNs are really good at learning to model image classification problems. In general, variants of CNN architectures are the go-to choice for any kind of computer vision task. But what other kinds of computer vision tasks can you expect to encounter in the wild?
Object Detection
Object detection is a computer vision problem in which the goal is to identify and locate the objects present in an image. Object detection can somewhat be seen as an extension of the image classification task. For example, you might have noticed in some of the training images in the cats vs. dogs dataset that a few images contained humans and other objects along with a dog. Rather than attempt to classify ...
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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.