Hyper-parameter optimization of deep convolutional networks for object recognition.

Sachin S. Talathi

Published in: ICIP (2015)

Keyphrases

object recognition
hyperparameters
deep learning
computer vision
cross validation
model selection
maximum likelihood
parameter settings
training data
data sets
em algorithm
unsupervised learning
bayesian framework
random sampling
deep belief networks
unsupervised feature learning