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Traffic Sign Detection

Papers

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Showing 26–50 of 56 papers

TitleStatusHype
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
Small traffic sign detection from large image—0
The Mapillary Traffic Sign Dataset for Detection and Classification on a Global Scale—0
Traffic-Sign Detection and Classification in the Wild—0
Traffic Sign Detection and Recognition for Autonomous Driving in Virtual Simulation Environment—0
Traffic sign detection and recognition using event camera image reconstruction—0
Traffic Sign Detection With Event Cameras and DCNN—0
Traffic Signs Detection and Recognition System using Deep Learning—0
Voice-Assisted Real-Time Traffic Sign Recognition System Using Convolutional Neural Network—0
VSSA-NET: Vertical Spatial Sequence Attention Network for Traffic Sign Detection—0
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
YOLO-TS: Real-Time Traffic Sign Detection with Enhanced Accuracy Using Optimized Receptive Fields and Anchor-Free Fusion—0
Adversarial Attacks on Traffic Sign Recognition: A Survey—0
A Simple Fix for Convolutional Neural Network via Coordinate Embedding—0
Automated Augmentation with Reinforcement Learning and GANs for Robust Identification of Traffic Signs using Front Camera Images—0
Automatic Traffic Sign Detection and Recognition Using SegU-Net and a Modified Tversky Loss Function With L1-Constraint—0
Context-Aware Block Net for Small Object Detection—0
Cross-domain Few-shot In-context Learning for Enhancing Traffic Sign Recognition—0
Deep Traffic Sign Detection and Recognition Without Target Domain Real Images—0
DFR-TSD: A Deep Learning Based Framework for Robust Traffic Sign Detection Under Challenging Weather Conditions—0
Did You Miss the Sign? A False Negative Alarm System for Traffic Sign Detectors—0
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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