Deploying A Cross Platform Deep Learning Application

Deploying A Cross Platform Deep Learning Application

Deploying A Cross Platform Deep Learning Application - run inference with Tensorflow Lite on iOS, Android, MacOS, Windows and Linux using Python

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

TL;DR

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 rest put together. As the joke goes, the answer might be “I wouldn’t start from here”.

kivy tensorflow android ios

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