I won’t ever play Spot the Fed at a Def Con conference, but OpenFace enables you to play “Spot the Fed” at home!
From the post:
OpenFace is a Python and Torch implementation of face recognition with deep neural networks and is based on the CVPR 2015 paper FaceNet: A Unified Embedding for Face Recognition and Clustering by Florian Schroff, Dmitry Kalenichenko, and James Philbin at Google. Torch allows the network to be executed on a CPU or with CUDA. OpenFace is the improved neural network training techniques that causes an accuracy improvement from 76.1% to 92.9%.
This research was supported by the National Science Foundation (NSF) under grant number CNS-1518865. Additional support was provided by the Intel Corporation, Google, Vodafone, NVIDIA, and the Conklin Kistler family fund. Any opinions, findings, conclusions or recommendations expressed in this material are those of the authors and should not be attributed to their employers or funding sources.
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Wireless surveillance cameras are as little as $40.00 plus shipping. Oddly the default color appears to be white but black spray paint can fix that design defect.
Get legal advice on the potential legal risks of pointing your surveillance camera outside of your property boundaries.
If you spot a suspected Fed lurking, Sound the Alarm!