Enforcing Traffic Safety: A Deep Learning Approach for Detecting Motorcyclists' Helmet Violations Using YOLOv8 and Deep Convolutional Generative Adversarial Network-Generated Images.
Maged ShomanTarek GhoulGabriel LanzaroTala AlsharifSuliman A. GargoumTarek SayedPublished in: Algorithms (2024)
Keyphrases
- deep learning
- unsupervised learning
- unsupervised feature learning
- machine learning
- image features
- input image
- deep architectures
- deep belief networks
- image retrieval
- object recognition
- mental models
- natural images
- image classification
- spatial information
- test images
- network traffic
- multiple images
- restricted boltzmann machine
- traffic safety
- segmentation method
- wireless sensor networks
- feature space
- video sequences