Mar 06, 2018   |   Kyle Ambert, Deepthi Karkada, Krishna Sumanth Muppalla, Kushal Datta

Teaching Machines to do Image Classification in Health and Life Sciences: Intel® Xeon® Scalable Processors in Lab Coats

Introduction At Intel, we’re quite interested in how systems can be made smarter to solve meaningful tasks relevant to healthcare providers and patients today. The Intel and MobileODT Cervical Cancer Screening Kaggle competition, for example, challenged data scientists to train our respective computational systems to assist with the identification of early-stage cervical cancer in medical…

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Intel Nervana

Aug 07, 2017   |   Kyle Ambert

Convolutional Neural Networks, Part 1: Historical Significance

Convolutional Neural Networks (CNNs) are one of the more popular techniques used in image recognition and computer vision systems today, and they're historically significant in the field of data science. However, they can be one of the most misunderstood tools in the data science tool chest. Here, I’ll provide sufficient historical context for understanding why…

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