Seismic fault detection in real data using transfer learning from a convolutional neural network pre-trained with synthetic seismic data.
Augusto CunhaAxelle PochetHélio LopesMarcelo GattassPublished in: Comput. Geosci. (2020)
Keyphrases
- seismic data
- transfer learning
- fault detection
- pre trained
- convolutional neural network
- training data
- labeled data
- fault diagnosis
- face detection
- training examples
- active learning
- neural network
- machine learning
- control signals
- machine learning algorithms
- semi supervised learning
- text categorization
- collaborative filtering
- dynamic range
- power plant
- real world
- reinforcement learning
- learning algorithm
- text classification
- transfer knowledge
- computer vision
- text mining
- unlabeled data
- artificial intelligence
- expert systems
- small number
- semi supervised
- data sources