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We recovered 575k crop labels from a decade of manual Photoshop work to automate book digitization - more data, ResNet-50, and higher resolution all failed; ten operator clicks per book beat them [P]

Reddit r/MachineLearning · 11h ago

The author details a project on automating book digitization for Urdu literature by recovering crop labels from manual Photoshop work, finding that ten operator clicks per book outperformed scaling data or model complexity, and discusses retouching methods using neural nets and classical techniques.

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