DetectMeal

Introduction

DetectMeal is a mobile application that provides information (Name) about a particular food in real time.

Tech stack

• Kotlin
• Android Studio
• ML Kit
• Tensorflow Lite

Open Source Projects we used

• Tensorflow Lite
• Tensorflow model for food detection & classification
• Lottie for animations

Project Setup

• Download and install the app on your android device

What we learned

• How to use tensoflow models in android applications using ML Kit
• How to use canvas for drawing in android applications
• How to make use of the cameraX library to make building camera applications easier
• How to use Lottie animations in android applications

Challenges

• Figuring out how to draw the bounding box when the camera detects a food

What's next?

• Publishing and deploying

Links

• Quick Demo