Motorcycle Helmet Detection and Usage Classification in the Philippines using YOLOv5 Algorithm.
John Paul Quilingking TomasBonifacio T. DomaPublished in: CIIS (2022)
Keyphrases
- detection algorithm
- classification algorithm
- learning algorithm
- optimal solution
- k means
- preprocessing
- optimization algorithm
- matching algorithm
- dynamic programming
- machine learning
- detection method
- neural network
- search space
- detection rate
- false positives
- decision trees
- clustering method
- image segmentation
- objective function
- support vector machine svm
- particle swarm optimization
- classification method
- recognition algorithm
- classification accuracy
- accuracy rate
- np hard
- cost function
- computational complexity
- feature vectors
- classification scheme
- multi class classification
- false negative
- machine learning algorithms
- segmentation algorithm
- text classification
- feature set
- supervised learning
- probabilistic model
- experimental evaluation
- video sequences
- similarity measure