Applying Faster R-CNN for Object Detection on Malaria Images

25 Apr 2018Jane HungDeepali RavelStefanie C. P. LopesGabriel RangelOdailton Amaral NeryBenoit MalleretFrancois NostenMarcus V. G. LacerdaMarcelo U. FerreiraLaurent RéniaManoj T. DuraisinghFabio T. M. CostaMatthias MartiAnne E. Carpenter

Deep learning based models have had great success in object detection, but the state of the art models have not yet been widely applied to biological image data. We apply for the first time an object detection model previously used on natural images to identify cells and recognize their stages in brightfield microscopy images of malaria-infected blood... (read more)

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