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Today smartphones use facial recognition for access control, and animated movies use facial recognition software to bring realistic human movement and expression to life. Police surveillance cameras use it to identify people who have warrants out for their arrest, and it is also being used in retail stores for targeted marketing campaigns. Not all facial recognition libraries are equal in accuracy and performance, and most state-of-the-art systems are proprietary black boxes. OpenFace is an open-source library that rivals the performance and accuracy of proprietary models. FaceNet relies on a triplet loss function to compute the accuracy of the neural net classifying a face and is able to cluster faces because of the resulting measurements on a hypersphere. This results in facial embeddings used for classification for matching or can even be used in a clustering algorithm for similarity detection.
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Rashida Tlaib tells Detroit police to hire only black analysts to run facial recognition software

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Understanding Open-Source Facial Recognition Through OpenFace

By Marlene Lenthang For Dailymail. She was invited by police officials to tour the Public Safety Headquarters and see for herself how Detroit uses the software with Police Chief James Craig this week, where she dropped her suggestion. Tlaib and Craig pictured above Monday.
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