SOTAVerified

Road Damage Detection

Road damage detection is the task of detecting damage in roads.

( Image credit: Road Damage Detection And Classification In Smartphone Captured Images Using Mask R-CNN )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 11–20 of 27 papers

TitleStatusHype
AI-Driven Road Maintenance Inspection v2: Reducing Data Dependency & Quantifying Road Damage—0
Road Rutting Detection using Deep Learning on Images—0
RDD2022: A multi-national image dataset for automatic Road Damage DetectionCode2
Computer-Aided Road Inspection: Systems and AlgorithmsCode1
A Computer Vision-assisted Approach to Automated Real-Time Road Infrastructure Management—0
CNN Model & Tuning for Global Road Damage DetectionCode1
An Efficient and Scalable Deep Learning Approach for Road Damage DetectionCode1
Global Road Damage Detection: State-of-the-art Solutions—0
Road Damage Detection using Deep Ensemble LearningCode1
Road Damage Detection and Classification with Detectron2 and Faster R-CNNCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InconSegmIoU83.88—Unverified