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In this thesis we aim to improve classification performance on blood cell imagesby using deep learning techniques to augment data. The thesis was conductedat CellaVision, a company providing digital solutions for medical microscopy inthe field of hematology. The goal of CellaVision’s technology is to replace man-ual microscopes used for cell differentials in blood tests with digital microscopestha
