Earthquake Prediction using Machine Learning

It is a well known disaster that occurs in one region which is likely to happen again. Some regions have frequent earthquakes, but this is only a comparative amount compared to others regions.

Comment

Inspiration

Knowing there are many prediction projects like college prediction, cancer prediction and all, we thought of making such a prediction which may save lives using ML

What it does

Therefore as the name suggest it predicts possibility of earthquakes

How we built it

It predicts possibility of earthquake by using previous earthquakes reports by recording seismic waves and other details of last few years.

Learned

We didn't knew about machine learning and also had less idea about python flask. So, we had to learn everything.

Challenges

-Getting right data set -Creating a nice ML model -Getting acquiracy -Linking ml with web

Concepts used

machine learning(Random Forest) web development(front end and backend)

Share this project:

Updates