A Comprehensive Evaluation of State-of-the-Art Deep Learning Models for Road Surface Type Classification
Narit Hnoohom, Sakorn Mekruksavanich, Anuchit Jitpattanakul
Abstract
In recent years, as intelligent transportation systems (ITS) such as autonomous driving and advanced driver-assistance systems have become more popular, there has been a rise in the need for different sources of traffic situa... | Find, read and cite all the research you need on Tech Science Press
Topics & Concepts
Computer scienceConvolutional neural networkArtificial intelligenceDirtDeep learningBenchmark (surveying)Feature extractionResidual neural networkFeature (linguistics)ResidualMachine learningPattern recognition (psychology)AlgorithmGeographyPhilosophyLinguisticsGeodesyCartographyInfrastructure Maintenance and MonitoringAsphalt Pavement Performance EvaluationTraffic Prediction and Management Techniques