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Hyperparameter Optimization Outperforms Architectural Complexity: A Systematic Study on Neural Network Design for Industrial Fabric Defect Detection

Title: Hyperparameter Optimization Outperforms Architectural Complexity: A Systematic Study on Neural Network Design for Industrial Fabric Defect Detection
Authors: Dharma, Fajar Pitarsi; Pujianto, Hendri; Astrini, Galuh Yuli; Bintang, Hamdan S; Mohadi, Mohadi; Novianto, Wawan Dwi; Singgih, Moses Laksono
Source: 2026 6th International Conference on Neural Networks, Information and Communication Engineering (NNICE) Neural Networks, Information and Communication Engineering (NNICE), 2026 6th International Conference on. :465-470 Jan, 2026
Relation: 2026 6th International Conference on Neural Networks, Information and Communication Engineering (NNICE)
Database: IEEE Xplore Digital Library