SOTAVerified

Traffic Sign Detection

Papers

Showing 3140 of 56 papers

TitleStatusHype
Increasing Trustworthiness of Deep Neural Networks via Accuracy Monitoring0
DFR-TSD: A Deep Learning Based Framework for Robust Traffic Sign Detection Under Challenging Weather Conditions0
A Simple Fix for Convolutional Neural Network via Coordinate Embedding0
Traffic Signs Detection and Recognition System using Deep Learning0
Automated Augmentation with Reinforcement Learning and GANs for Robust Identification of Traffic Signs using Front Camera Images0
Traffic Sign Detection and Recognition for Autonomous Driving in Virtual Simulation Environment0
The Mapillary Traffic Sign Dataset for Detection and Classification on a Global Scale0
Traffic Sign Detection under Challenging Conditions: A Deeper Look Into Performance Variations and Spectral CharacteristicsCode0
Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural ImagesCode0
Small traffic sign detection from large image0
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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