Inspiration
We love games and wanted to incorporate drawing into it because there are a lot of people in the world that struggle to draw so why not help them get better!.
What it does
Doodlechef makes you draw a food & if the ai can tell if it's food, then it'll pass but if it can't tell then it'll reject it and you'll lose a life.
How we built it
We used Flutter to build the frontend of the app and tried to use teachable machine and Tensorflow lite to create an ai model for our app. Instead, we ended up implementing bitmapping with Flutter instead.
Challenges we ran into
We ran into an error implementing our machine learning model on our local server with teachable machine & thus we resorted to just using bitmapping.
Accomplishments that we're proud of
Being able to learn how to use flutter, since it was our first time using and also being able to really understand how the machine learning algorithm requires.
What we learned
Being able to learn how to use flutter and how AI models are trained to get effective data representation.
What's next for DoodleChef
Integrating a bigger dataset in term of more inclusion with food categories but also being able utilize machine language models
Built With
- bitmapping
- dart
- flutter
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