The Defender

Inspiration

An inspiration was when COVID started we couldn't go anywhere, people were being stupid and not wearing mask. We created this app, so kids will be able to go outside and have fun creating safe and healthy environment

What it is supposed to do

When you take a picture on the app, the app checks the picture, says if they are wearing a mask. If they are not it will alert the store keeper

How we built it

We used machine learning to check if a person is wearing a mask. We used TensorFlow, Flask, ExpressJS and React Native

Challenges we ran into

We couldn't connect the Machine Learning to the camera. This took us a while to figure out. We also couldn't get a live feed

Accomplishments that we're proud of

We are proud of our teamwork, and also proud of the effort we put in. We are really proud of creating our own ML model for the first time, and we think we could update it and make it better.

What we learned

We learned that we can use camera's to detect stuff. We also learned that teamwork is key to success. Skill isn't the only thing that matters.

What's next for The Defender

We will add a live camera feed, and we will retrain our ML algorithms/models. We will also connect this to Google Cloud so we can add this onto the App Store and the Google Play Store for worldwide use.

Built With

• express.js
• flask
• python
• react-native
• tensorflow