SOTAVerified

Traffic Sign Detection

Papers

Showing 4150 of 56 papers

TitleStatusHype
Real-Time Traffic Sign Detection: A Case Study in a Santa Clara Suburban Neighborhood0
Review. Machine learning techniques for traffic sign detection0
Road images augmentation with synthetic traffic signs using neural networks0
Salient Sign Detection In Safe Autonomous Driving: AI Which Reasons Over Full Visual Context0
Simultaneous Traffic Sign Detection and Boundary Estimation using Convolutional Neural Network0
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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Benchmark Results

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