Forest Fire Area Detection

Inspiration

I wanted to work with a dataset which could tell a story and this is the dataset that I came about

What it does

It tries to predict the size of forest fires

How we built it

I used TensorFlow to build the model and used pandas to clean the data

Challenges we ran into

the dataset I found is very small for a neural net application and hence this was the major problem

Accomplishments that we're proud of

What we learned

I learned how to use Neural Networks for number sets

What's next for Forest Fire Area Detection

I want to use a different model to try and get better accuracy

Built With

• keras
• pandas
• python
• tensorflow