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Code repository for the book 'Machine Learning in Python for Visual and Acoustic Data-based Process Monitoring'
GovInsight-AI 是一个基于大语言模型 (LLM) 的政务诉求工单办理质量智能检测系统。该项目专门针对政务服务热线（如12345）中"群众诉求"与"办理答复"的一致性问题进行自动化检测。系统通过集成阿里云Qwen-Plus模型，像资深质检员一样自动比对群众原始诉求与职能部门办理回复，精准识别答非所问、逻辑不通、解决不彻底、态度生硬等问题，并提供智能化的修正建议。项目已重构为Cloudflare Pages全栈Serverless架构，支持本地开发和云端部署。Intelligent Quality Inspection System for Government Service Hotlines (12345) powered by LLM.
This repository describes AI-based approaches using Deep Learning (DL), making a benchmark of multiple Convolutional Neural Network (CNN) models and performance comparison specifically for inspection. Feel free to contribute.
👩😍✨离合器质量在线检测系统，一个同学的毕业设计，同样的需要先导入数据库才能够使用，否则连界面都看不到。
FactoryAnalytics- Visual defect detector model training portion
An innovative anomaly detection system for manufacturing industries. Integrating MVTec AD dataset, MiniCPM language model, and LoRA explanation generation, achieving AUC 0.7175 practical-level anomaly detection performance on 416 complete wallplugs dataset.
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