|
Smart Motor and Smart App System
In this project, I developed a web-based User Interface that we call the Smart App.
Children can use the Smart App to learn supervised machine learning techniques using a low-cost hardware component.
We call this Lego-compatible component a Smart Motor which contains a servo motor, a sensor port and a microprocessor to allow for programming different training algorithms.
This UI allows students to train and test the Smart Motor, add and delete individual training data points and view more detailed visualizations of the AI model.
When students let the Smart Motor run on the training values they inputted, the graph highlights the nearest data point that is influencing the decision making of the algorithm.
Through these visualizations, we hope children are able to have a more intuitive understanding of how the algorithm is making underlying decisions.
|
|