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May 25, 2017 · Artificial Intelligence

Running a CNN on Mobile: TensorFlow & OpenCV Document Detection Guide

This article walks through a real‑world mobile implementation of a convolutional neural network for document detection, covering problem definition, limitations of traditional OpenCV pipelines, the adoption of a HED edge‑detection network, data preparation, model training, TensorFlow library trimming, and deployment tricks for iOS and Android.