“Easy object detection framework that can be used to create a La Croix Flavor Detector or any other object detection project in Python!
Teachable Machine is an easy, but powerful tool to create machine learning models. It allows for easy data capture to create training data sets and uses state of the art algorithms to train machine learning models right in your browser. It is done in a very intuitive web interface. You can generate image, sound, or pose detection models. In this project, I will provide you with a step-by-step guide for setting up an OpenCV/TensorFlow Python development environment and a Python script framework to easily incorporate Teachable Machine image models into your projects.
The goal of this project is to greatly reduce the barrier to entry to use machine learning. This tutorial should give you the tools you need to make some exciting machine learning projects. I hope to make some more interesting tutorials and demos in the future that use this development environment and framework.
You can follow along and generate your own model or you can use the Teachable Machine model I generated. The model I provided detects what flavor La Croix you have.”