Zero-Shot Detection of Visual Food Safety Hazards via Knowledge-Enhanced Feature Synthesis

Automated food safety inspection systems rely heavily on the visual detection of contamination, spoilage, and foreign objects in food products. Current approaches typically require extensive labeled training data for each specific hazard type, limiting generalizability to novel or rare safety issues...

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Bibliographic Details
Main Authors: Lanting Guo, Xiaoyu Hu, Wenhe Liu, Yang Liu
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/11/6338
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