AI- Powered Smog Prediction System For Lahore

A Machine Learning System designed to predict air quality and smog levels in lahore using historical weather data, helping citizens and authorities take timely actions

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Inspiration

Lahore is constantly ranked among polluted cities in the world due to severe hazardous smog impacts public health,schools, and daily life. We wanted to built an Ai Solution

What it does

Our system uses machine learning and historical weather data ( temperature, humidity,and wind speed) to predict air quality index(AQI) levels 2 to 5 days in advance it will automatically send alerts

How we built it

python,Machine, learning, and scikit-learn

Challenges we ran into

Finding accurate daily air quality data for lahore was big challenge.

Accomplishments that we're proud of

we successfully designed a solution to help the citizens of lahore.

What we learned

we learned how to use python and machine learning to solve real-world problems.

What's next for AI- Powered Smog Prediction System For Lahore

We want to build a mobile app dashboard and sms alert system

Built With

  • learn
  • learning
  • machine
  • python
  • scikit
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