Deep Learning Model Compression and Hardware Acceleration for High-Performance Foreign Material Detection on Poultry Meat Using NIR Hyperspectral Imaging

Deep Learning Model Compression and Hardware Acceleration for High-Performance Foreign Material Detection on Poultry Meat Using NIR Hyperspectral Imaging

Ensuring the safety and quality of poultry products requires efficient detection and removal of foreign materials during processing. Hyperspectral imaging (HSI) offers a non-invasive mechanism to capture detailed spatial and spectral information, enabling the discrimination of different types of con...

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Bibliographic Details
Main Authors: Zirak Khan, Seung-Chul Yoon, Suchendra M. Bhandarkar
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Sensors
Subjects:
hyperspectral imaging
deep learning
inference optimization
post-training quantization
hardware acceleration
foreign material detection
Online Access:https://www.mdpi.com/1424-8220/25/3/970
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