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Multi-Seed Robustness Benchmark of Lightweight YOLO Models for Young Crescent Moon Detection under Limited-Data Conditions

Visual observation of the young crescent moon is challenging due to its thin and low-contrast appearance. Although YOLO-based object detectors are promising for image-based crescent localization, newer architectures do not automatically generalize well to small grayscale datasets, and prior studies...

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Principais autores: Bayu Krisna Murti, Kartika Firdausy, Murinto
Format: Artigo
Sprog:Inglês
Udgivet: Asosiasi Doktor Sistem Informasi Indonesia 2026-06-01
Serier:Journal of Information Systems and Informatics
Fag:
young crescent moon detection
lightweight object detection
YOLO benchmark
multi-seed reproducibility
CPU inference
Online adgang:https://journal-isi.org/index.php/isi/article/view/1653
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