Hyper-track-sion

Inspiration

Hypertension seems like something undangerous. But stroke, heart failure, and other diseases come from hypertension. A lot of people are unaware to track blood pressure and eat everything without knowing the risk until they get cardio-vascular diases. it's a great start to preventing and start to track your BP know before getting any diseases.

What it does

Track your BP and food. If your daily BP is considered hypertension then this app will recommend you to reduce sodium intake. This apps allows you to take pictures of the food you eat then count the sodium by gram.

How we built it

We use TensorFlow and Keras to build the food recognition model. Load the model to API that returns the food name then use fat-secret API to get the sodium amount of the food.

Challenges we ran into

The API to detect sodium amount isn't free so we will need to build our own in the future but it works for now.

What we learned

Load model to flutter

What's next for Hyper-track-sion

build our own model to detect sodium amount based on food or ingredients.

Built With

• flask
• flutter
• keras
• tensorflow