![]() ![]() We use a wide variety of safety precautions with such user-donated data, including never keeping donated data on local machines in permanent storage, maintaining extensive auditing, requiring strong authentication to access any of it, and more.” At Dropbox, we take user privacy very seriously and thus made it clear that this was completely optional, and if donated, the files would be kept private and secure. “To gather this set, we asked a small percentage of users whether they would donate some of their image files for us to improve our algorithms. “We began by collecting a representative set of donated document images that match what users might upload, such as receipts, invoices, letters, etc.,” Neuberg wrote. To train its system, Dropbox looked to its user base. Dropbox opted to roll its own in order to save money and also increase accuracy, because the commercially available system was primarily built for actual hardware scanners, not scanners that use cameras on mobile devices. The initial version of the OCR system drew on a commercially available software development kit (SDK). Join today’s leading executives at the Low-Code/No-Code Summit virtually on November 9. ![]()
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