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Keras
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CNNs, Part 1: An Introduction to Convolutional Neural Networks
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February 18, 2020
There’s been a lot of buzz about Convolution Neural Networks (CNNs) in the past few years, especially because of how they’ve revolutionized the...
CNNs, Part 2: Training a Convolutional Neural Network
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In this post, we’re going to do a deep-dive on something most introductions to Convolutional Neural Networks (CNNs) lack: how to train a CNN,...
How Four Programmers Got Their First Python Jobs
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No one really knows how to do a job before they do it. Most people land a coveted position through a strange alchemy...
10 Deep Learning Best Practices to Keep in Mind in 2020
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IntroductionIf you take a look at the literature and publications about Artificial Intelligence since the 21st century, you can’t ignore Deep Learning. It...
Create a progressive web application for offline image classification
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Build a cross-platform application where users can classify images selected locally or taken with their device's camera.
The Batch Normalization layer of Keras is broken
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April 17, 2018
April 17, 2018 Vasilis Vryniotis . 28 Comments UPDATE: Unfortunately my Pull-Request to Keras that changed the behaviour...
5 tips for multi-GPU training with Keras
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January 21, 2018
January 21, 2018 Vasilis Vryniotis . 1 Comment Deep Learning (the favourite buzzword of late 2010s along with...
Getting the GPU usage of NVIDIA cards with the Linux dstat tool
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February 11, 2017
February 11, 2017 Vasilis Vryniotis . 6 Comments The dstat is an awesome little tool which allows you...
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