Machine Learning with Marshmallows and Tiny Sorter
This project uses a laptop's built-in camera to identify various cereal and marshmallows. The computer then sorts them based on a model you train. A Circuit Playground Express communicates with the computer to decide when to sort which marshmallow/cereal via a micro servo.
Raspberry Pi + Teachable Machine = Teachable Pi
Train visual models easily and quickly with Teachable Machine, then deploy them to the Raspberry Pi for edge TensorFlow experimentation!
TensorFlow in your browser: Object Detection with Bounding Boxes
This tutorial shows you how to run the new, popular Mobilenetv2 + SSDLite object detection model right in your browser! In a few clicks, you can point your phone or laptop camera at a variety of everyday things and watch machine learning identify what it sees. A great starting point to understand how you can use machine learning in your projects.
Basic TensorFlow Object Recognition on any Computer or iOS device with Google Colab
This tutorial shows you how to run an object detection algorithm (mobilenet v2) in your browser. It uses your webcam (or any WebRTC-enabled device) and updates live so you can easily try different achine learning models or objects.
How to train new TensorFlow Lite micro speech models
Exploring and experimenting with TensorFlow Lite micro speech recognition? You can make custom models selecting from a collection of words. This guide will get you started!