Notes on the Deep Deep Deepest

 

Reading

 

Approaches

  • SVM (Support Vector Machines)
  • RBM (Restricted Boltzmann Machines)
  • NN/Convolution NN/DNN

 

Silicon Valley Fun

TensorFlow Dev Summit

February 15, 2017 @ googleplex, Mountain View, CA

 

Software

theano

  • python-theano-doc
  • python3-theano
  • python2-theano

tensorflow

  • TensorFlow
  • github
  • Current models for facial recognition include VGG-19, VGG-16, and inception-v3. Of the listed models, inception-v3 seems to have the advantage, at least as of early 2017.

keras

scikit-learn

opencv

 

GPU Hardware

Recommended GPUS are: Nvidia GTX 1080, 1070, 980, and 970. Maximize CUDA cores.

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