Inspiration
Learning ML, we wanted to integrate ML into our hackathon project as a learning experience. Recently, Google's Quick, Draw (https://quickdraw.withgoogle.com/) was released and we decided to make a Discord bot game with it.
What it does
The bot will give a prompt of either book, clip, bicycle, or an arm, and users will have to draw and upload within a time frame.
How we built it
Using an open source model that we tweaked, we integrated Discord.py to send user's images to share how close of an object it was according to the dataset
Challenges we ran into
We're new to using ML in our projects and one of our team members is new to Hackathons so one of the challenge that we ran into was time management. With a not a lot of people in our group and limited time, we faced difficulty and pressure of learning/actually developing the code.
Accomplishments that we're proud of
We are proud to be able to finish a working and feasible product.
What we learned
We learned how to integrate ML.
What's next for DrawBot
More dataset to be able to compare to, and our own ML model soon!
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