Inspiration
Resistors very small and difficult to read the color bands to determine their resistance. It is especially difficult with those who have difficulty seeing as well as those who are color blind.
What it does
Upload a picture of a resistor, select the resistor, and get the resistance value.
How we built it
We built the application with Next.JS as our frontend framework, Auth0 for authentication, Flask for our backend API, Segment Anything by Meta for object detection and masking, and OpenCV for image manipulation.
Challenges we ran into
Color classification is a difficult problem, and one that might not have a straight-forward implementation to solve. The project was ambitious for a weekend, especially due to our limited knowledge of computer vision.
Accomplishments that we're proud of
We are proud to have a website that can mask an object a user selects.
What we learned
What's next for Ohm-Snap
We hope to have a basic color classifier to eventually begin predictions for resistance values.
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