How It Works

01
Scan

Precision visual capture using edge AI models.

02
Understand

Lifecycle
assessment (LCA)
data analysis.

03
Sort

AI classifies
the food.

04
Act

Real-time lifestyle optimization execution.

Three Ways 
to Learn

Discover how From Bite to Planet helps you understand your daily choices through simple, interactive, and engaging experiences.

Learn your way — scan, explore, or play. Turn awareness into action.

AI Food Scanner

  • Camera detects food in real time
  • Classifies as Healthy or Unhealthy
  • Shows environmental Impact + next action

Educational System

  • Food Impact
  • Waste Types
  • Recycling Guides
  • Taking Action

Interactive Game

  • Catch healthy falling food
  • Avoid unhealthy items
  • Food waste penalty system
A flexible learning journey that fits into your everyday life — anytime, anywhere.

Detailed Process Flow

A simple journey from awareness to real action.

01
User opens the app and chooses: Learn, Scan, or Play.

Learning Path

  • Choose a topic
  • Read and explore lessons
  • Learn key facts and actions

AI Scanner Path

  • Open camera
  • Point at food item
  • AI classifies it
  • View result + suggestion

Game Path

  • Start the game
  • Catch healthy food, avoid junk
  • Score tracked, waste meter rises on misses
02
User gains knowledge 
and awareness.
03
User takes action — 
healthier choices, better sorting.

Built on Smart Technology

The technologies behind From Bite to Planet are designed to deliver accurate insights, interactive learning, and a seamless user experience.

PictoBlox

Used as the development platform to build and integrate interactive AI features within the application.

Machine Learning

Powers the system to recognize patterns and improve accuracy in identifying food and user interactions.

Image Classification

Enables the app to detect and classify food items through the camera 
in real time.

Custom Dataset

A tailored dataset built to improve recognition accuracy, especially for specific food and non-food categories.

Challenge

AI misclassified non-food objects as food categories

Solution

Expanded dataset + Non-Food category added to improve

System Improvement

We continuously refine the system to improve accuracy and ensure more reliable results for users.