Timo Denk's Blog

Math, Computer Science, Microcontrollers, and much more!

Tag: Convolutional network

Vision-based Page Rank Estimation with Graph Networks

As part of our Bachelor studies, Samed Güner and I worked on a student research project on vision-based page rank estimation. In this blog article we share our work on a non-technical level. The accompanying written report contains all the technical […]

May 25, 2019by Timo Denk

Using TensorFlow’s Batch Normalization Correctly

Update: This guide applies to TF1. For TF2, use tf.keras.layers.BatchNormalization layer. The TensorFlow library’s layers API contains a function for batch normalization: tf.layers.batch_normalization. It is supposedly as easy to use as all the other tf.layers functions, however, it has some pitfalls. […]

October 14, 2018May 28, 2020by Timo Denk

Timœ Goes By: Verifying the Age Estimator How-Old.net

how-old.net is a project from Microsoft that guesses the age of people on a photo based on their faces. I have tested it with an image that consists of 21 photos. Each photo was taken around the time of my n-th […]

September 23, 2017September 23, 2017by Timo Denk

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This blog is run by me, Timo Denk. I am an Applied Scientist with Zalando living in Berlin, Germany. Please visit my portfolio website for more detailed information.

Editor’s choice

If you just came here and do not know where to go, I recommend looking into these posts:

  • Digit Span Test (most viewed)
  • Cubic Spline Interpolation (math-heavy)
  • Commute Time Tracking (nice read)
  • Linear Relationships in the Transformer’s Positional Encoding (machine learning)
  • Corsairs3D (pirate game – arrr!)

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