Notes on the Deep Deep Deepest
2017/01/27
Reading
- Wiki on Machine Learning
- Neural Nets and Deep Learning (UK)
- Elements of Statistical Learning (Stanford)
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.