Published in


How Tensorflow’s tf.image.resize stole 60 days of my life

That’s a short warning to all Tensorflow users working with visual content. Short notice: don’t use any tf.image.resize functions!

Let the debug begin

What initially was looking as minor bug became 60 days of struggle and sleepless nights. My faulty logic was simple — there’s something wrong with network definition or training process. Data preprocessing is definitely fine, as I am having meaningful results and visual control over image processing in Tensorboard.



Elijah McClain, George Floyd, Eric Garner, Breonna Taylor, Ahmaud Arbery, Michael Brown, Oscar Grant, Atatiana Jefferson, Tamir Rice, Bettie Jones, Botham Jean

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
Oleksandr Savsunenko

Research Engineer at Ring, doer/maker/dreamer, father. Author of unbiased experimentation blog FridayExperiment.com