Artemis

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  Training the AI

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  Logo

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  Optimized AI

Inspiration

Questions: How do we use AI to see where problems appear How do we deal with biased AI?

What it does

Intakes local data to automatically detect and predict hazard points

How I built it

Data was sourced as csv file from Long Beach city open data. The data pipeline was built using pandas, machine learning models developed using scikitlearn and tensorflow. Outputs were fed into a web-app built using react.

Challenges I ran into

Dealing with different data schemas and standardizing them so that Artemis can read them in.

Accomplishments that I'm proud of

Completion of full end to end data pipeline with map visualization to see exactly how Artemis thinks

What I learned

What's next for Artemis

Generalized interface to intake any geolocation data to grow ever smarter.

Built With

• javascript
• python
• react
• scikit-learn