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NVIDIA DIGITS 4 introduces a new object detection workflow, enabling data scientists to train deep neural networks to find faces, pedestrians, traffic signs, vehicles and other objects in a sea of images. This workflow enables advanced deep learning solutions — such as tracking objects from satellite imagery, security and surveillance, advanced driver assistance systems and medical diagnostic screening. When training a deep neural network, researchers must repeatedly tune various parameters to get high accuracy out of a trained model. DIGITS 4 can automatically train neural networks across a range of tuning parameters, significantly reducing the time required to arrive at the most accurate solution. DIGITS 4 release candidate will be available this week as a free download for members of the NVIDIA developer program. Learn more at the DIGITS website.