A Lightweight Deep Learning Model for Real-time Detection and Recognition of Traffic Signs Images Based on YOLOv5.
Hui HeQihong ChenGuoping XieBoxiong YangShelei LiBo ZhouYuye GuPublished in: CyberC (2022)
Keyphrases
- traffic signs
- lightweight
- real time
- recognition algorithm
- deep learning
- ground truth
- intelligent vehicles
- road signs
- video images
- image classification
- probabilistic model
- object recognition
- segmentation method
- automatic recognition
- three dimensional
- image data
- multiple images
- active learning
- decision trees
- learning algorithm