Shuffler: A Large Scale Data Management Tool for Machine Learning in Computer Vision.
Evgeny ToropovPaola A. BuitragoJosé M. F. MouraPublished in: PEARC (2019)
Keyphrases
- machine learning
- computer vision
- data sets
- data structure
- data processing
- database
- data collection
- data analysis
- raw data
- image data
- image processing
- complex data
- pattern recognition
- original data
- synthetic data
- database systems
- statistical analysis
- statistical methods
- data points
- object recognition
- image understanding
- learning tasks
- high dimensional data
- learning models
- vision system
- data mining techniques
- natural language processing
- information extraction
- knowledge discovery
- prior knowledge
- association rules
- feature space
- training data
- face recognition
- neural network