February 2018
Intermediate to advanced
262 pages
6h 59m
English
Content preview from Deep Learning with PyTorch
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Image segmentation
Let's assume you are reading this book from the terrace of a building. What do you see around you? Can you draw an outline of what you see? If you are a good artist, unlike me, then you would have probably drawn a couple of buildings, trees, birds, and a few more interesting things surrounding you. Image segmentation algorithms try to capture something similar. Given an image, they generate a prediction for each pixel, identifying which class each pixel belongs to. The following image shows what image segmentation algorithms identify:
Output of image segmentation algorithm
Some of the important algorithms that you may want ...
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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.