Effects of Brightness and Class-Unbalanced Dataset on CNN Model Selection and Image Classification Considering Autonomous Driving.
Zhumakhan NazirVladislav YarovenkoJurn-Gyu ParkPublished in: ICONIP (15) (2023)
Keyphrases
- model selection
- image classification
- autonomous driving
- cross validation
- hyperparameters
- sample size
- bayesian learning
- regression model
- machine learning
- parameter estimation
- error estimation
- gaussian process
- selection criterion
- statistical inference
- mixture model
- feature extraction
- bayesian methods
- variable selection
- feature selection
- parameter determination
- grand challenge
- generalization error
- image features
- generalization bounds
- post processing
- image registration
- information criterion
- model selection criteria
- computer vision