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In all, this entire spherical of researching, productionization, and refinement took about 8 months, at the end of which we had constructed and deployed a state-of-the-artwork OCR pipeline to thousands and thousands of users using modern pc vision and deep neural community methods.
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On this publish we will take you behind the scenes on how we constructed a state-of-the-artwork Optical Character Recognition (OCR) pipeline for our cellular document scanner We used computer vision and deep learning advances corresponding to bi-directional Long Quick Time period Memory (LSTMs), Connectionist Temporal Classification (CTC), convolutional neural nets (CNNs), and more. Arianna Huffington, creator of Thrive and The Sleep Revolution , has created a modern retelling the of the bedtime favourite for the digital age called Goodnight Smartphone. Bartik instructed a live audience at the Pc Historical past Museum in 2008 that the job lacked prestige.
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