Author

Supatman Supatman

2 papers indexed here

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Open access Sep 2026

COMPARISON OF MOBILENETV2 AND RESNET50 PERFORMANCE IN CLASSIFICATION OF SHALLOT PLANT DISEASES

Red onions (Allium ascalonicum L.) are a high-value agricultural commodity in Indonesia, but their productivity is often compromised by plant diseases, particularly yellow spot and leaf blight. Visual identification in the field is subjective, prone to error, and time-consuming. Using artificial intelligence, this prob...

Isma Fadianti, Supatman Supatman · Jurnal Riset Informatika · 0 citations

Open access Sep 2026

COMPARISON OF PERFORMANCE AND COMPUTATIONAL COMPLEXITY OF CNN AND RESNET50 FOR PNEUMONIA CLASSIFICATION

This study aims to compare the classification performance and computational complexity of a CNN and a pre-trained ResNet50 model using transfer learning for binary pneumonia classification on chest X-ray images and shows that the CNN outperforms the ResNet50 across all classification metrics.

Tam Pran Noto Noto, Supatman Supatman · Jurnal Riset Informatika · 0 citations