Teachable Machine is a web-based tool that makes creating (supervised) machine learning (classification) models fast, easy, and accessible to everyone. No prerequisite machine learning knowledge required.
I used Teachable Machines to create a squishmallows recognizing application based on TensorFlow.js
New Image Project
Add a third (classification) class
rename the three classes (one class for each squishmallow)
Use the Webcam button to create a set of images (for each squishmallow)
Click the train model button
Model training complete
Use the preview window to test the model
Download the model and sample web page
Copy the sample web page to Visual Studio Code to test
squish.html
The application is 100% certain that the webcam is pointing at the Apple squishmallow.
