Inspiration
In my ECE classes my teachers always give us example circuits but when we even get a single wire wrong the whole circuit crashes and we need them to come over and look at it for a long time to fix a single mistake. If we had a app that lets you identify the wire that is wrong or the led connection fix instantly it would help students learn much faster and let teachers work on other important help so students don't spend hours over a single mistake.
What it does
Identifies where the circuit the student built is different from the example and tells the student how to fix it.
How we built it
Used ReactNative for app and TensorFlow.js to train the model to identify circuit components.
Challenges we ran into
Didn't have enough time to train model completely, and app is very bare minimum.
Accomplishments that we're proud of
I used TensorFlow.js for the first time and incorporated machine learning into my code!
What we learned
I learned how to use machine learning models and build a app using React!
What's next for MagicMatchup
Continue to improve user feedback and computer vision to detect different circuit components. Allow teachers and other students to chat with one another for different circuit projects to be able to work together to solve problems.
Built With
- react-native
- tensorflow
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