SOTAVerified

Traffic Sign Detection

Papers

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Showing 26–50 of 56 papers

TitleStatusHype
YOLO-LLTS: Real-Time Low-Light Traffic Sign Detection via Prior-Guided Enhancement and Multi-Branch Feature Interaction—0
YOLO-PPA based Efficient Traffic Sign Detection for Cruise Control in Autonomous Driving—0
EMDFNet: Efficient Multi-scale and Diverse Feature Network for Traffic Sign Detection—0
Explainable and Trustworthy Traffic Sign Detection for Safe Autonomous Driving: An Inductive Logic Programming Approach—0
Fast detection of multiple objects in traffic scenes with a common detection framework—0
FUSED-Net: Detecting Traffic Signs with Limited Data—0
Human-in-the-loop Reasoning For Traffic Sign Detection: Collaborative Approach Yolo With Video-llava—0
Improving Road Signs Detection performance by Combining the Features of Hough Transform and Texture—0
Increasing Trustworthiness of Deep Neural Networks via Accuracy Monitoring—0
TrISec: Training Data-Unaware Imperceptible Security Attacks on Deep Neural Networks—0
Localized Traffic Sign Detection with Multi-scale Deconvolution Networks—0
M3E-Yolo: A New Lightweight Network for Traffic Sign Recognition—0
Multi-layer Pruning Framework for Compressing Single Shot MultiBox Detector—0
Optimized Detection and Classification on GTRSB: Advancing Traffic Sign Recognition with Convolutional Neural Networks—0
Pyramid Transformer for Traffic Sign Detection—0
Real-Time Traffic Sign Detection: A Case Study in a Santa Clara Suburban Neighborhood—0
Review. Machine learning techniques for traffic sign detection—0
Road images augmentation with synthetic traffic signs using neural networks—0
Salient Sign Detection In Safe Autonomous Driving: AI Which Reasons Over Full Visual Context—0
Simultaneous Traffic Sign Detection and Boundary Estimation using Convolutional Neural Network—0
Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural ImagesCode0
Traffic Sign Detection under Challenging Conditions: A Deeper Look Into Performance Variations and Spectral CharacteristicsCode0
Evaluation of deep neural networks for traffic sign detection systemsCode0
Learning to Defer to a Population: A Meta-Learning ApproachCode0
YOLO-CCA: A Context-Based Approach for Traffic Sign DetectionCode0
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All datasetsCCTSDB2021CCTSDB-AUGGTSDBTT100K

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1YOLO-CCSPNetmAP@0.595.8—Unverified
2M3E-YolomAP@0.593.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CCSPNet-JointAveraged Precision0.95—Unverified
2YOLO-CCSPNetAveraged Precision0.92—Unverified
#ModelMetricClaimedVerifiedStatus
1Faster R-CNN Inception Resnet V2mAP95.77—Unverified
#ModelMetricClaimedVerifiedStatus
1CABNetmAP@0.578—Unverified