Yenn
AR powered recipe assistant that turns fridge inventory into sustainable meals
Role
UX Researcher · Interaction Designer · Prototyper
Industry
Food Technology · Sustainable Design · Artificial Intelligence
Duration
10 Weeks
Testing Trust and Clarity in AR Guided Food Decisions
I conducted Wizard-of-Oz usability sessions with five participants (students and young professionals) to observe how intuitive the AR interface felt in real use.
User Feedback
Comprehension & Trust: 80% understood that the app was “scanning” and trusted its results.
Clarity of Visuals: Color-coded freshness tags were intuitive, but some requested a legend for confirmation.
Ease of Use: Median decision time was 22 seconds, meeting the goal for minimal friction.
Delight Factor: Participants described the experience as “fun and satisfying” and liked seeing suggestions directly on the fridge view.
Design Iterations
Added animated scan lines to clarify the scanning process.
Introduced a manual edit button for correcting AI mislabels.
Reorganized recipe results by food category for faster navigation.
Implemented a “Zero-Waste Streak” badge to gamify sustainability progress.
These refinements made YENN both more trustworthy and engaging while maintaining its effortless character.
Advancing Toward Real Time Computer Vision and On Device Intelligence
YENN continues to evolve toward a fully functional prototype that integrates computer vision and machine learning with real-world user needs.
Next Steps
Technical Development
Integrate YOLOv8 or similar CV models for ingredient recognition.
Expand recipe database to include cultural and dietary diversity.
Develop local-first data processing to enhance privacy and speed.
Design Expansion
Add onboarding flows for first-time users.
Refine Eco Dashboard visualizations for impact clarity.
Explore cross-platform compatibility (iOS + Android).
Evaluation Goals
Measure comprehension of the scanning metaphor.
Assess perceived usefulness of freshness cues and eco insights.
Test long-term engagement through reminder frequency and streak systems.
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