On the Detection of Anomalous or Out-Of-Distribution Data in Vision Models Using Statistical Techniques.
Laura O'MahonyDavid JP O'SullivanNikola S. NikolovPublished in: CoRR (2024)
Keyphrases
- statistical analysis
- data sets
- data distribution
- experimental data
- historical data
- statistical methods
- statistical models
- database
- accurate models
- correlation analysis
- data processing
- object detection
- image data
- prior knowledge
- data analysis
- high quality
- data sources
- data collection
- predictive model
- contingency tables
- machine learning
- neural network
- data quality
- uniformly distributed
- discrete data
- statistical information
- statistical significance
- missing data
- statistical tests
- raw data
- sensor data
- synthetic data
- detection method
- training data
- learning algorithm
- real time