Article

Multi-Scale Performance Benchmarking of YOLO Models for Effervescent Tablet Defect Detection

2026-04-21

Abstract excerpt

Effervescent tablets are highly hygroscopic solid dosage forms in which even minor surface defects can compromise product stability, dose uniformity, and patient safety. Reliable, high-throughput defect detection is therefore essential, yet the existing literature overwhelmingly focuses on compressed or film-coated tablets and rarely offers a systematic comparison across recent YOLO families and scales. This study...

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Literature Corpus work: af061015-fee4-59fb-ad7c-29ca3b0a61ad
DOI: 10.20944/preprints202604.1475.v1

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