Articles by Dr. Shirin Glander

Image clustering with Keras and k-Means

October 5, 2018 | 0 Comments

A while ago, I wrote two blogposts about image classification with Keras and about how to use your own models or pretrained models for predictions and using LIME to explain to predictions. Recently, I came across this blogpost on using Keras to extract learned features from models and use those ...
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W-JAX 2018 talk: Deep Learning – a Primer

August 28, 2018 | 0 Comments

On November 7th, I’ll be in Munich for the W-JAX conference where I’ll be giving the talk that my colleague Uwe Friedrichsen and I gave at the JAX conference this April again: Deep Learning - a Primer. Let me know if any of you here are going to ...
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Addendum: Text-to-Speech with the googleLanguageR package

June 28, 2018 | 0 Comments

After posting my short blog post about Text-to-speech with R, I got two very useful tips. One was to use the googleLanguageR package, which uses the Google Cloud Text-to-Speech API. And indeed, it was very easy to use and the resulting audio sounded much better than what I tried before! ... [Read more...]

Code for Workshop: Introduction to Machine Learning with R

June 28, 2018 | 0 Comments

These are the slides from my workshop: Introduction to Machine Learning with R which I gave at the University of Heidelberg, Germany on June 28th 2018. The entire code accompanying the workshop can be found below the video. The workshop covered the basics of machine learning. With an example dataset I ...
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Text-to-speech with R

June 26, 2018 | 0 Comments

Computers started talking to us! They do this with so called Text-to-Speech (TTS) systems. With neural nets, deep learning and lots of training data, these systems have gotten a whole lot better in recent years. In some cases, they are so good that you can’t distinguish between human and ... [Read more...]

Explaining Keras image classification models with lime

June 20, 2018 | 0 Comments

Last week I published a blog post about how easy it is to train image classification models with Keras. What I did not show in that post was how to use the model for making predictions. This, I will do here. But predictions alone are boring, so I’m adding ...
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Sketchnotes from TWiML&AI: Practical Deep Learning with Rachel Thomas

June 17, 2018 | 0 Comments

These are my sketchnotes for Sam Charrington’s podcast This Week in Machine Learning and AI about Practical Deep Learning with Rachel Thomas: Sketchnotes from TWiMLAI talk: Practical Deep Learning with Rachel Thomas You can listen to the podcast here. In this episode, i’m joined by Rachel Thomas, founder ...
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