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ResNet18 Performance: Impact of Network Depth and Image Resolution on Image Classification

Haixia Liu, Tim Brailsford, Larry Bull

202417 citationsDOIOpen Access PDF

Topics & Concepts

Artificial intelligenceImage (mathematics)Contextual image classificationComputer scienceImage resolutionResolution (logic)Computer visionPattern recognition (psychology)Advanced Neural Network ApplicationsIndustrial Vision Systems and Defect DetectionCOVID-19 diagnosis using AI
ResNet18 Performance: Impact of Network Depth and Image Resolution on Image Classification | Litcius