Training Deep Networks with Synthetic Data: Bridging the Reality Gap by Domain Randomization.
Jonathan TremblayAayush PrakashDavid AcunaMark BrophyVarun JampaniCem AnilThang ToEric CameracciShaad BoochoonStan BirchfieldPublished in: CoRR (2018)
Keyphrases
- synthetic data
- real world
- real image data
- data sets
- domain specific
- domain independent
- recurrent networks
- network size
- real life
- training examples
- mri data
- network structure
- real time
- cellular networks
- heterogeneous networks
- synthetic datasets
- training process
- computer networks
- artificial neural networks
- training set
- network analysis
- network model
- machine learning
- complex systems
- neural network
- online learning
- information systems
- deep architectures
- social networks