February 2018
Beginner to intermediate
258 pages
5h 47m
English
Content preview from R Deep Learning Projects
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Getting started with exploring GTSRB
The GTSRB dataset, compiled and generously published by the real-time computer vision research group in Institut für Neuroinformatik, was originally used for a competition of classifying single images of traffic signs. It consists of a training set of 39,209 labeled images and a testing test of 12,630 unlabeled images. The training dataset contains 43 classes—43 types of traffic signs. We will go through all classes and exhibit several samples for each class.
The dataset can be downloaded via http://benchmark.ini.rub.de/Dataset/GTSRB_Final_Training_Images.zip (located in the Downloads | Training dataset section on the page). Unzip the downloaded file and there will be a folder called Images containing ...
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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.
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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.