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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.

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

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Oleksandr Savsunenko

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