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Price distribution over 61 days • 1 price levels

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Most common price: £77 (61 days, 100.0%)

Price range: £77 - £77

Price levels: 1 different prices over 61 days

Description

The deep learning approach combined with spectroscopic sensing techniques has shown great potential for quality evaluation of food and agro-products. Current advances in deep learning-based qualitative analysis include variety identification, geographical origin detection, adulteration recognition, and bruise detection, whereas quantitative analysis includes multiple component content prediction for fruits, grains, and crops. The main advantage of deep learning approach is the decreasing the dependence on human domain knowledge by end-to-end analysis and the improved precision and generalizability. This book discusses the current challenges of conventional chemometric methods and the emerging deep learning approach for spectral analysis. The research on exploring the learning mechanism of the 'black box' deep learning model is discussed. This book focuses on the application of deep learning approaches on quality evaluation of food and agro-products, lessons from current studies, and future perspectives.

Product Specifications

Brand: LAP Lambert Academic Publishing
Format: paperback
ASIN: 6208223814
Category: Books > Subjects > Science, Nature & Maths > Engineering & Technology > Education > Higher Education
Domain: Amazon UK
Release Date: 05 November 2024
Listed Since: 07 November 2024

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LAP Lambert Academic Publishing Application of Deep Learning in Spectral Analysis

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Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

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