Traffic Lights Detection and Recognition Method using Deep Learning with Improved YOLOv5 for Autonomous Vehicle in ROS2

Research article (Proceedings of the 2023 8th International Conference on Intelligent Information Technology, 2023) · cited 15× · AI/ML
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Traffic Lights Detection and Recognition Method using Deep Learning with Improved YOLOv5 for Autonomous Vehicle in ROS2

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Traffic Lights Detection and Recognition Method using Deep Learning with Improved YOLOv5 for Autonomous Vehicle in ROS2 is a scholarly article[1].

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  • Traffic Lights Detection and Recognition Method using Deep Learning with Improved YOLOv5 for Autonomous Vehicle in ROS2's instance of is recorded as scholarly article[2].

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APA 4ort.xyz Knowledge Graph. (2026). Traffic Lights Detection and Recognition Method using Deep Learning with Improved YOLOv5 for Autonomous Vehicle in ROS2. Retrieved May 24, 2026, from https://4ort.xyz/entity/traffic-lights-detection-and-recognition-method-using-deep-learning-with-improved-yolov5-for-autonomous-vehicle-in-ros2
MLA “Traffic Lights Detection and Recognition Method using Deep Learning with Improved YOLOv5 for Autonomous Vehicle in ROS2.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/traffic-lights-detection-and-recognition-method-using-deep-learning-with-improved-yolov5-for-autonomous-vehicle-in-ros2.
BibTeX @misc{4ortxyz_traffic-lights-detection-and-recognition-method-using-deep-learning-with-improved-yolov5-for-autonomous-vehicle-in-ros2_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Traffic Lights Detection and Recognition Method using Deep Learning with Improved YOLOv5 for Autonomous Vehicle in ROS2}}, year = {2026}, url = {https://4ort.xyz/entity/traffic-lights-detection-and-recognition-method-using-deep-learning-with-improved-yolov5-for-autonomous-vehicle-in-ros2}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Traffic Lights Detection and Recognition Method using Deep Learning with Improved YOLOv5 for Autonomous Vehicle in ROS2 — https://4ort.xyz/entity/traffic-lights-detection-and-recognition-method-using-deep-learning-with-improved-yolov5-for-autonomous-vehicle-in-ros2 (retrieved 2026-05-24)

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