EntangledSegmentation

Inspiration

This paper: https://arxiv.org/abs/1210.5644

What it does

Uses the webcam to take a screenshot and runs various image processing methods on it.

How we built it

Python in a docker container

Challenges we ran into

Fine tuning values is difficult when you are not using ML.

Accomplishments that we're proud of

The attempt at encoding a kernel using qubits. Definitely took the experimental and unexpected route adding in quantum computing. Also, it adds value as it is an attempt at a novel solution. Update the new solution does work.

What we learned

You cannot use weights based on Sobel kernels to apply PauliZ rotations for edge detection. Image processing is a very suitable task for quantum computing. Computer vision algorithms will greatly benefit from this.

What's next for EntangledSegmentation

Adding ML to make it go brr add in this too

Built With

• docker
• python