Inspiration
Who doesn't like Legos?
What it does
Takes several images of an object and constructs 3D mesh of object, converts to Lego build and provides list of blocks needed
How we built it
Hours of trial and error, integrating a trained YOLO segregation model to detect objects and Visual Hull to turn it into a point cloud
Challenges we ran into
Going from 2D to 3D with limited compute was extremely challenging, requiring mathematical workarounds to computational limitations
Accomplishments that we're proud of
We are proud of getting the shape and color of our test subjects correct
What we learned
We learned truly how much work goes into object detection and computer vision, as well as how fickle databases can be when you are reading and writing large amounts of data
What's next for Bricked
Stronger GPUs, more RAM, better models.
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