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trition, we expect breeding to increase its prioritization toward these traits. Reaching this goal will, in part, necessitate knowledge of the genetic architecture controlling these traits, as well as the development of breeding methods that maximize their genetic gain. Can artificial intelligence (AI) help predict flavor preferences, and can such insights be leveraged by breeding programs? In this Perspective, we outline both the opportunities and challenges for the development of more flavorful and nutritious crops, and how AI can support these breeding initiatives.
MeSH Term
Artificial Inte

原文链接：https://ngdc.cncb.ac.cn/openlb/publication/OLB-PM-37515935

AI视觉+气调包装，鲜果切生产线的智慧双引擎，重塑供应链效率
德信科（上海）智能设备有限公司
2025/6/20 15:17:17
在鲜切水果行业，品质保鲜与效率提升是永恒的课题。当气调包装技术遇上AI视觉识别SKU，一场从生产线到供应链的
“智慧革命”正在悄然发生——精准识别、自动贴标、全链路追溯，不仅让鲜果切锁住新鲜，更让供应链尽在把控。德信科Desigco在本篇推送将简单介绍果切视觉识别系统。
AI视觉赋能鲜果切生产：从“人工手动”到“机器秒判
随

原文链接：https://m.chem17.com/tech_news/detail/4064498.html

ue 2 *
1. Guangdong-Hong Kong-Macao Greater Bay Area College of Intelligent Cold-Chain Industries, Guangzhou College of Technology and Business, Guangzhou, Guangdong, China
2. College of Food Science, South China Agricultural University, Guangzhou, Guangdong, China
Abstract
Artificial Intelligence (AI) is rapidly emerging as a technology that integrates sectors such as food production, manufacturing, supply-chain management, diet-related information, and personalized nutrition. By integrating machine learning, computer vision, predictive analytics, robotics, and large language models, AI is re

原文链接：https://www.frontiersin.org/journals/nutrition/articles/10.3389/fnut.2026.1922164/full

Food Production Assembly & Quality Verification
In the food industry, proper assembly is essential for maintaining quality and satisfying hungry customers. AI-powered Cognex vision systems easily automate food inspection processes, delivering consistent quality, reducing errors and waste, and helping you meet food safety regulations.
Inspect food assemblies for missing or defective items.
Find and classify defective straws on juice boxes.
Locate challenging variable defects like in boxes of tea bags.
Inspect food assemblies for missing or defective items.
Find and classify defective straws on

原文链接：https://www.cognex.com/en/applications/assembly-inspection-and-verification/food-production-quality-inspection/food-assembly-and-quality-inspection-solutions

AI保鲜革命：给水果蔬菜装上“智慧大脑
发布者: 孙振业 2025-07-20
内容简介
国每年果蔬采后损失率高达34.4%，其中近半数发生在运输存储环节《2023中国食
营养发展报告》，从田间到餐桌的科技保卫战已然打响。而最新研究表明，人工智能技术正在为易腐果蔬筑起一道“数字防护墙”。
AI如何守护果蔬新
度的呢？首先是品质检测，通过手机扫一扫，得到新鲜度。哥伦比亚研究者开发的AI系统（CNN BILSTM模型）通过拍摄果蔬表面，能自动分析颜色、纹理等300

原文链接：https://stb.mae.edu.cn/site/resource/37212.html

少了材料使用量，降低了运输成本，并增强了罐头的安全性和美观性，使其更具竞争力和用
市场稳步增长和发展奠定了基础。
人工智能 (AI) 和机器学习 (ML) 如何影响食品饮料金属罐市
善产品质量以及实现更灵敏的供应链管理。在制造业中，人工智能系统用于预测性维护，分
杀菌工艺，可显著延长保质期，广泛用于包装蔬菜、水果、汤类和宠物食品等加工食品。
按
类型两片罐：由一整块金属（通常为铝）制成，罐身和罐盖分开，由于无缝连接，常用于碳

原文链接：https://cn.linkedin.com/pulse/%E9%A3%9F%E5%93%81%E5%92%8C%E9%A5%AE%E6%96%99%E9%87%91%E5%B1%9E%E7%BD%90-%E5%B8%82%E5%9C%BA-2025-%E8%B6%8B%E5%8A%BF%E4%B8%8E%E9%A2%84%E6%B5%8B%E7%AB%9E%E4%BA%89%E6%A0%BC%E5%B1%80%E4%BA%A7%E5%93%81%E4%B8%8E%E5%BA%94%E7%94%A8%E4%BF%A1%E6%81%AF-marres-solutions-ql5zc?tl=en

人工智能技术已在果蔬（F&V）全产业链加工环节得到广泛应用，可通过图像识别、多组学整合、数字孪生、机器学习（ML）、深度学习（DL）等技术提升加工效率约30%、减少损耗，还能实现原料识别、加工参数优化、实时无损检测与可追溯性管理。其在智能过程监控方面优势显著，可实时监控调整加工参数以保障产品质量稳定一致，同时能结合生成式AI、自然语言处理等前沿技术，针对老年人、糖尿病患者、运动员等特定健康需求定制个性化营养食品，

原文链接：https://m.ebiotrade.com/newsf/2026-3/20260308082915301.htm

SymphonyAI Launches New Industrial AI Apps Purpose-Built for the CPG Food and Beverage Industry, Powered by Microsoft Azure
New applications bring next-generation AI, digital twins, intelligent optimization, and vision intelligence to high-velocity beverage and food production environments
NEW YORK–(BUSINESS WIRE)– SymphonyAI, the global leader in Vertical AI product platforms, today announced eight new industrial AI applications purpose-built for the unique operational demands of CPG & Food and Beverage manufacturers, marking one of the most targeted expansions of IRIS Foundry to date.
“

原文链接：https://www.businesswire.com/news/home/20260113911881/en/SymphonyAI-Launches-New-Industrial-AI-Apps-Purpose-Built-for-the-CPG-Food-and-Beverage-Industry-Powered-by-Microsoft-Azure

。传统的冷库就像一个“冰箱”，只能设定一个固定的温度和气体浓度，被动地等待水果自然衰老。而道秾研发的AI保鲜库，则像给每一颗水果配了一位24小时在线的“私人医生”——传感器实时监测水果的“生命体征”，AI大脑
据数据动态调整保鲜方案。
这个“AI大脑”背后，是长达8年的数据积累。韩业介绍，道秾科技联合浙江大学，多年来采集了超10亿条果蔬采后全生命周期的真实数据，涵盖从种植土壤、采摘代谢到贮藏调控、消费反馈的800多个维

原文链接：http://www.zj.xinhuanet.com/20260701/e7672b5140304e2daba8dda96bdb909d/c.html

备产业集群核心区，集聚了全国约37%的果蔬加工专用设备制造企业，形成从清洗、分选、热处理到包装的完整配套
易造成损耗率波动（行业平均达8.2%-12.5%）。2026年，基于AI视觉+高精度称重融合的动态分级系统成为新建产线标配
，可同步完成尺寸、重量、瑕疵三维判别，已在山东寿光蔬菜集散中心实现单线日处理32吨鲜椒的稳定运行；其小
3–15mm立方体切割，尺寸变异系数CV≤4.2%；该公司为果蔬罐头客户提供的灌肠机改良版，加装了热封温度实时校准

原文链接：https://m.11467.com/blog/d18667445.htm