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Of course it can but it is not recommended…

Of course it can but it is not recommended…

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The confidence level what you’re talking about is a actually a probability.

The confidence level what you’re talking about is a actually a probability. If you want to understand how it is calculated you should read up some papers about ML. Mostly it is a crunched number of...

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If you want to detect objects only and especially movements, you should have...

If you want to detect objects only and especially movements, you should have a look at optical flow.

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Well you need to freeze the model? You can find a guide here.

Well you need to freeze the model? You can find a guide here.

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Well if the output of the graph is the same, then I don’t expect any problems…

Well if the output of the graph is the same, then I don’t expect any problems…

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What is Minimum Viable (Data) Product?

🤖 A personal view on what MVP means for machine learning products…A couple of months ago I left Pivotal to join idealo.de (the leading price comparison website in Europe and one of the largest portals...

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Good point!

Good point! Our approach is quite simple. For every project we have certain KPIs that we measure and that we need to define upfront e.g. time to market is always there. Other KPIs are more business...

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Falcon vs. Flask — Which one to pick to create a scalable deep learning REST API

Another comparison of two Python web frameworks — Flask and Falcon as a machine learning rest APIAt idealo.de, we sometimes have critical services where speeds matters. For example, we have millions of...

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Using Terraform to Quick Start PySpark on AWS

📖 Step-by-step guide on how to use Terraform to spin up an EMR cluster with PySpark and Anaconda on AWS.A long time ago I wrote a post about how we can use boto3 to jump start PySpark with Anaconda on...

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Secrets Management Stinks, Use Some SOPS!

Using SOPS to encrypt/decrypt credentials in YAML by using GPGContinue reading on Better Programming »

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Building a Real-Time Object Recognition App with Tensorflow and OpenCV

In this article, I will walk through the steps how you can easily build your own real-time object recognition application with Tensorflow’s (TF) new Object Detection API and OpenCV in Python 3...

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Face2face — A Pix2Pix demo that mimics the facial expression of the German...

Inspired by one of Gene Kogan’s workshop, I created my own face2face demo that translates my webcam image into the German chancellor when giving her New Year’s speech in 2017. It’s not perfect yet as...

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My two cents on what makes a good data scientist nowadays?

Source: Data Product Development Approaches (Industry 4.0 Series — Part 4) — Sravan AnkarajuMy parents recently asked me what I do for living again. In the past, it was not that easy to explain as...

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How to train your own Object Detector with TensorFlow’s Object Detector API

This is a follow-up post on “Building a Real-Time Object Recognition App with Tensorflow and OpenCV” where I focus on training my own classes. Specifically, I trained my own Raccoon detector on a...

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Why the AI Hype Train is Already off the Rails and Why I’m Over AI Already

One data scientist on the hype around artificial intelligence.A soccer match at RoboCup 2017 in Nagoya, Japan.When I started my data science career at Accenture in 2013, everyone in the industry — from...

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How you can ditch PowerPoint and build better slides with Jupyter and Reveal.js

Image Credit: Rafael Araujo on PinterestIn this article, I will introduce jupyter2slides — a little side project of mine that lets you easily create beautiful and interactive presentation slides using...

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