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Author

Bagus Satrio Waluyo Poetro

3 papers indexed here

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Open access Sep 2026

Implementation Of Convolutional Neural Network(CNN) Resnet-50 Architecture For Mammography Image Classification In Early Breast Cancer Detection

Breast cancer is one of the leading causes of death among women. Early detection through mammography screening is crucial to reduce mortality rates. However, manual image interpretation by radiologists is susceptible to subjectivity and visual fatigue, which can lead to misdiagnoses (False Positives and False Negatives...

Akbar Muhammad Dzidan, Bagus Satrio Waluyo Poetro, M. Febriansah · 0 citations
Open access Sep 2026

Implementasi Vision Transformer (VIT) dan K-Means Clustering dalam Klasifikasi Gaya Visual Poster untuk Otomatisasi Ekstraksi Skema Warna Digital

The purpose of this study is to implement the Vision Transformer (ViT) architecture and K-Means Clustering algorithm to automate fine-grained visual style classification of posters and the extraction of digital color schemes. MSMEs and beginner digital creators often face challenges in determining harmonious color sche...

Muhammad Hanif, Bagus Satrio Waluyo Poetro, Ghufron Ghufron · 0 citations
Open access Aug 2026

DETEKSI PENYAKIT PADA TANAMAN HORTIKULTURA MENGGUNAKAN ENSEMBLE LEARNING DAN VISION TRANSFORMER

This study proposes an automated image-based tomato leaf disease detection system using an ensemble learning approach that combines a Convolutional Neural Network and a Vision Transformer to improve classification performance.

Muhammad Giza Aditya Nurdarmawan, Bagus Satrio Waluyo Poetro · 0 citations

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