Traffic Sign Detection

14 papers with code • 3 benchmarks • 5 datasets

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Most implemented papers

Improved YOLOv5 network for real-time multi-scale traffic sign detection

NWPU-Li/AF_FPN 16 Dec 2021

Moreover, in practical application, it is difficult for common methods to improve the detection accuracy of multi-scale traffic signs while ensuring real-time detection.

GLARE: A Dataset for Traffic Sign Detection in Sun Glare

nicholascg/glare_dataset 19 Sep 2022

It provides an essential enrichment to the widely used LISA Traffic Sign dataset.

CCSPNet-Joint: Efficient Joint Training Method for Traffic Sign Detection Under Extreme Conditions

haoqinhong/ccspnet-joint 13 Sep 2023

Traffic sign detection is an important research direction in intelligent driving.

Learning to Defer to a Population: A Meta-Learning Approach

dvtailor/meta-l2d 5 Mar 2024

The learning to defer (L2D) framework allows autonomous systems to be safe and robust by allocating difficult decisions to a human expert.