February 2019
Intermediate to advanced
260 pages
6h 3m
English
Content preview from Hands-On Java Deep Learning for Computer Vision
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AlexNet
AlexNet is a modern architecture, from 2012, which works on RGB images and has way more convolution and fully-connected neurons. It's similar to LeNet-5, but AlexNet is bigger and deeper because the processing power in 2012 was quite good and during that time even GPU was created and used in the architecture, which gave really good results.
The following diagram depicts an AlexNet:
So before we take a layer-by-layer tour of the architecture, there is one dimension that needs modification. When we look at the dimensions for the first convolution at the input layer, we see 11 x 11 x 96. The third dimension here should be exactly the ...
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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.