What's Next for From Bite to Planet

The app is just getting started. Future updates will continue to expand features, improve accuracy, and create an even more engaging learning experience.

• Expand the dataset with more diverse real-world food images
• Add a ‘Non-Food’ category to reduce false positives
• Improve accuracy across different lighting conditions

• Develop a fully mobile-optimized version for Android and iOS
• Improve the interface for smaller screens
• Optimize performance across a wider range of devices

• Add deeper topics on sustainability, climate, and food systems
• Include real-life case studies
• Make learning sections more interactive with quizzes

• Add level progression and difficulty scaling
• Introduce achievements and rewards
• Create additional game modes with different sustainability themes

• Offer personalized daily habit recommendations
• Add reminders for sustainable actions
• Introduce daily challenges and community goals

“With these improvements, From Bite to Planet can evolve into a platform that reaches more people, teaches more deeply, and drives more meaningful change.”