Contention-aware Adaptive Model Selection for Machine Vision in Embedded Systems.
Basar KütükçüSabur BaidyaAnand RaghunathanSujit DeyPublished in: AICAS (2021)
Keyphrases
- model selection
- machine vision
- embedded systems
- cross validation
- quality control
- embedded devices
- low cost
- vision system
- character recognition
- computing power
- hyperparameters
- parameter estimation
- regression model
- sample size
- bayesian learning
- embedded software
- image processing
- resource limited
- real time systems
- model selection criteria
- machine learning
- feature selection
- error estimation
- mixture model
- computer vision
- variable selection
- hw sw
- surface inspection
- automatic model selection
- embedded real time systems
- selection criterion
- gaussian process
- generalization error
- software systems
- field programmable gate array
- statistical inference
- information criterion
- marginal likelihood
- open source
- real world
- real time