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AI based 7x faster than decoding speed than cpu 

Multi-decoding capability in a phone

AI in Ondevice is growing

On-Device AI Optimization (EdgeAccel SDK)

Mobile vision SDK for Snapdragon-class phones: barcode/object detection with ~20× CPU speed-up, real-time and cloud-free.

Drop-in Android library + sample apps, runtime toggles (DSP/AIP/GPU/CPU), offline mode, and optional telemetry.

Qualcomm Hexagon/QNN/SNPE integration with runtime selection, zero-copy I/O, and per-device auto-tuning.

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