SOTAVerified

Traffic Sign Detection

Papers

Showing 2130 of 56 papers

TitleStatusHype
Traffic sign detection and recognition using event camera image reconstruction0
GLARE: A Dataset for Traffic Sign Detection in Sun GlareCode1
Traffic Sign Detection With Event Cameras and DCNN0
Pyramid Transformer for Traffic Sign Detection0
Improved YOLOv5 network for real-time multi-scale traffic sign detectionCode0
A real-time and high-precision method for small traffic-signs recognitionCode1
Road images augmentation with synthetic traffic signs using neural networks0
Improving Road Signs Detection performance by Combining the Features of Hough Transform and Texture0
Deep Traffic Sign Detection and Recognition Without Target Domain Real Images0
Increasing Trustworthiness of Deep Neural Networks via Accuracy Monitoring0
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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