AR Camera Translator
Case study · AI · AR

AR Camera Translator

Breaking Language Barriers with AI & AR

DANAEXPERTS PRODUCT · UNITED STATES
Key highlights

AI/GenAI application and Natural Language Processing (NLP)

AI · NLPAR · 30 FPSIoU clusteringOn-device + Cloud
01 — The story

Problem — Solution — Value

Problem

Traditional translation apps often suffer from high latency, poor offline support, and — most notably — unstable or "jumping" translated text overlaid on the camera screen.

Solution

We developed a mobile app that turns smartphones into real-time translation tools, combining computer vision, NLP and AR. To fix the "jumping text" issue, we built a smart text-clustering algorithm based on IoU and gyroscope anchoring, keeping translated text perfectly stable.

Value delivered

A hybrid translation approach — on-device translation for privacy and offline use, combined with cloud-based AI for high accuracy and contextual understanding. The result is a smooth AR experience with low latency at 30 FPS.

02 — In the product

Featured screenshots

AR Camera Translator screen 1
AR Camera Translator screen 2
AR Camera Translator screen 3
AR Camera Translator screen 4
AR Camera Translator screen 5

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