Selovate

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  It's public domain

Inspiration

To make the process of learning machines easier for people so more people understand and use them

What it does

It takes in many images from a folder that the user has selected. You then get to train the models personally selecting what type of values there are gonna be.

How we built it

We used pygame and easyGUI as our UI with us prioritizing pygame.

Challenges we ran into

Pygame is a hassle to deal with sometimes, for somethings I was way out of my depth and that hurt my progress, I was very rusty with python so I had to practically relearn it from scratch too. For Machine Learning, it was trying to make the perfect point to where the machine model ran smoothly.

Accomplishments that we're proud of

The project works, the code itself is mostly how we wanted the code to act. It was a stressful project but a good majority was human coded without the need for chatGPT

What we learned

Making a GUI from scratch with pygame is a lot harder than web development, even though we originally intended for it to be simpler than web dev.

What's next for Selovate

We intend to make it even more user friendly, more customizable and potentially even more efficient in terms of machine learning in how accurate it is.

Built With

• pygame
• python
• resnet18