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Run inference with Tensorflow Lite on iOS, Android, MacOS, Windows and Linux using Python

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Scroll down for Python code to run inference with Tensorflow Lite that works on Android, iOS, Windows, MacOS and Linux.

Why insist on using Python?

Python is a fantastic ecosystem. There are so many high quality open source libraries available that help you quickly build quite complex projects that just work. This no doubt contributes to Python’s popularity as a Deep Learning framework. Crucially, pip (or pipenv) handles the dependencies for you so that you avoid descending into version hell. This makes Python great for prototyping, but getting to a polished product that is easy to use can sometimes be more work than all the…

How to automatically identify your MP3s and upload them to a Spotify playlist using Python.

If, like me, you have a large library of MP3s that you have collected over the years, you might want to have them available on the music streaming service of your choice, so that you don’t have to lug them around everywhere with you. In this article, we are going to focus on Spotify, but it should be possible to do something similar with YouTube and Deezer.

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Google has built some nice features in Colab. Now you can benefit from some of these in Jupyter Notebook.

It’s errors all the way down

When programming in Python, it can be quite overwhelming when you hit an error deep down in a stack of nested function calls. One of the advantages of Python is that it has an enormous amount of high quality libraries available and for which the source code is readily available. Sometimes, it is useful just to be able to dig in to it in order to be able to understand what is going on.

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Find similar sounding music by artists you may never have heard of before

UPDATE: Try it out for yourself here, here

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Even if we don’t have a problem with his attitude, does it make sense to aspire to be the next Steve Jobs?

Robert Dargavel Smith

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