Edge Impulse: An MLOps Platform for Tiny Machine Learning.
Colby R. BanburyVijay Janapa ReddiAlexander EliumShawn HymelDavid TischlerDaniel SitunayakeCarl WardLouis MoreauJenny PlunkettMatthew KelceyMathijs BaaijensAlessandro GrandeDmitry MaslovArthur BeavisJan JongboomJessica QuayePublished in: MLSys (2023)
Keyphrases
- machine learning
- pattern recognition
- machine learning algorithms
- real time
- learning tasks
- learning algorithm
- artificial intelligence
- data mining
- edge information
- weighted graph
- inductive logic programming
- machine learning methods
- text classification
- edge detection
- support vector machine
- text mining
- natural language processing
- knowledge acquisition
- data analysis
- learning systems
- decision trees
- machine learning and data mining
- information systems
- edge direction
- computing platform
- multiple scales
- computational biology
- genetic algorithm
- computer vision
- edge detector
- learning problems
- feature selection
- model selection
- knowledge representation
- computational intelligence