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All Journal Acman: Accounting and Management Journal
Yuyun Puspitasari
STMIK Mardira Indonesia, Bandung
Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Library & Information Science Social Sciences

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Web-Based Value Added Tax Management Application for Villa Rentals: A Study of a Villa in Bandung Yuyun Puspitasari; Aris Dianto; Isbandi Isbandi; Ganjar Nurul Fajar
Acman: Accounting and Management Journal Vol. 6 No. 1 (2026): Acman: Accounting and Management Journal
Publisher : P3M, Sekolah Tinggi Ilmu Ekonomi Pasundan Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55208/aj.v6i1.01

Abstract

This study illustrates that image preprocessing substantially influences the precision of wrinkle identification in human skin utilizing Convolutional Neural Networks. The CLAHE methodology is the most efficacious standalone preprocessing strategy for enhancing model performance. The integration of CLAHE with sharpening achieves the highest accuracy while maintaining an optimal balance between precision, recall, and F1-score. These findings underscore that image preprocessing is an essential element of the CNN-based wrinkle detection framework, and that integrating CLAHE and sharpening is advised to improve the reliability of the wrinkle detection system.  
Co-Authors Aris Dianto Ganjar Nurul Fajar Isbandi Isbandi