Fiber Defense

Inspiration

We wanted to learn more about AI, and this challenge gave us the opportunity to do just that.

What it does

It feeds the data through our neural network and tests the model on our validation data.

How we built it

We used Google Colab to build a Jupyter notebook using Tensorflow.

Challenges we ran into

We were not super familiar with the syntax of Tensorflow, so we needed to figure that out.

Accomplishments that we're proud of

We are glad we finished making a real model within the hackathon timeline.

What we learned

We learned about neural networks in Tensorflow.

What's next for Fiber Defense

We can perform better data preprocessing and train on more data to improve our model in the future.

Built With

• google-colab
• keras
• tensorflow