Alibaba Terminal Technology
Alibaba Terminal Technology
Dec 15, 2021 · Artificial Intelligence

Unlock Real-Time Mobile OCR: Inside Ant’s xNN-OCR Engine and Its Tiny, Fast AI

Ant’s self‑developed xNN‑OCR demonstrates how advanced OCR can run offline on smartphones by combining GAN‑based data synthesis, lightweight ShuffleNet‑inspired detection, NAS‑optimized recognition, and aggressive model compression, delivering near‑real‑time accuracy for diverse mobile scenarios while preserving privacy and low cost.

Edge AINASdata synthesis
0 likes · 11 min read
Unlock Real-Time Mobile OCR: Inside Ant’s xNN-OCR Engine and Its Tiny, Fast AI
Alibaba Cloud Developer
Alibaba Cloud Developer
Apr 2, 2019 · Mobile Development

How xNN-OCR Brings High‑Precision, Real‑Time OCR to Mobile Devices

This article explains how the lightweight xNN-OCR engine achieves high accuracy and real‑time performance on mobile devices through deep‑learning model compression, novel detection and recognition techniques, and showcases its practical applications such as bank‑card, gas‑meter, license‑plate, and ID recognition.

Edge AIdeep learningmobile OCR
0 likes · 12 min read
How xNN-OCR Brings High‑Precision, Real‑Time OCR to Mobile Devices