TinyMLOps for real-time ultra-low power MCUs applied to frame-based event classification.
Minh Tri LeJulyan ArbelPublished in: EuroMLSys@EuroSys (2023)
Keyphrases
- real time
- classification accuracy
- machine learning
- feature extraction
- classification systems
- classification scheme
- automatic classification
- training set
- low cost
- high speed
- event detection
- decision rules
- machine learning algorithms
- unsupervised learning
- image classification
- supervised learning
- text classification
- support vector machine
- classification rules
- knn
- pattern classification
- classification models
- pattern recognition
- data mining
- data sets