A gesture-controlled smart mirror that lets retail shoppers try on clothes and accessories virtually, without touching a screen or a garment.
Retail customers often face inconvenience trying on clothes and accessories in-store due to limited trial rooms, hygiene concerns, wait times, and repeated inventory handling.
MoreYeahs built an AI-powered gesture-controlled virtual try-on system for retailers looking to modernize the in-store experience, giving shoppers a realistic, touchless way to try on items directly at a smart mirror display.
Existing try-on options fell short of what modern, high-footfall retail environments needed:
Physical Trial Friction — limited trial rooms and wait times slowed the shopping experience during busy periods.
Hygiene Concerns — repeated physical handling of garments and accessories raised hygiene considerations for shoppers.
Unrealistic Digital Alternatives — conventional e-commerce try-on tools lacked realism and interactive control.
Static In-Store Experience — most in-store digital displays were touch-driven rather than immersive, limiting engagement.
MoreYeahs built a virtual try-on smart mirror system that uses a large display and cameras to capture body pose and hand gestures, overlaying garments and accessories in real time.
Real-Time Pose Tracking — computer vision and pose estimation models capture the user's body pose in real time.
Live Garment Overlay — clothes, bags, and eyewear are overlaid and aligned to the user's body as they move.
Gesture-Based Interaction — users browse, select, switch, resize, and compare items using hand gestures, with no touch required.
Session Snapshots — shoppers can capture a snapshot or comparison view of items they've tried.
The experience runs as a continuous loop of pose capture, gesture recognition, and overlay rendering while the shopper stands at the mirror.
Body and Gesture Capture — cameras capture body and hand movement, and pose estimation extracts body keypoints in real time.
Gesture-Driven Menu — a gesture recognition model detects control gestures to navigate product categories and switch items.
Keypoint-Aligned Overlay — selected garments and accessories are scaled and aligned to the user's pose keypoints.
Graceful Recovery — unrecognized gestures trigger a hint overlay, and lost pose tracking prompts the user to re-align in frame.
The solution pairs RGB/depth cameras with pose estimation, gesture recognition, and an AR overlay rendering engine.
In validation testing, the system met its target benchmarks for tracking accuracy and responsiveness.
A touchless, immersive try-on experience gives retailers a differentiated way to engage shoppers at the point of decision.
Higher Engagement — an interactive, gesture-driven experience draws and holds shopper attention longer than static displays.
Improved Purchase Confidence — realistic overlays help shoppers visualize fit and style before buying.
Reduced Trial Room Pressure — fewer physical try-ons ease congestion and hygiene concerns during peak footfall.
Modern In-Store Differentiation — the smart mirror experience positions the retailer as an innovator in physical retail.
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