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.
Code repository for the book 'Machine Learning in Python for Visual and Acoustic Data-based Process Monitoring'
An AQL-based Quality Assurance extension for ERPNext’s Quality Inspection module, with the objective of consolidating and replacing the existing standalone quality management system.
Smart Packaging Platform — AI-powered quality inspection, sustainable material catalog, and digital transformation assessment for the printing & packaging industry
Industrial computer vision workflow for welding defect inspection using YOLO, OpenCV preprocessing, dataset QA, threshold governance, and edge-readiness analysis.
Industrial computer vision workflow for casting quality inspection using ResNet, leakage controls, threshold governance, and edge-readiness analysis.
4-CCD Multi-Angle Automated Optical Inspection System for Texas Instruments CSE Semiconductor — 19 defect categories, 85K+ units/day, GigE Vision 2.0, ISO 13849 PLd safety
AI-powered Surface Defect Detection System using YOLOv8 and Computer Vision for industrial quality inspection.
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.
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Modular 2D industrial inspection platform with a swappable method interface — two anomaly-detection methods (autoencoder + PatchCore) built from scratch, served via FastAPI + React, Dockerized. Benchmarked on MVTec AD (mean image AUROC 0.72 → 0.96).
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.
Vision Transformer-based PCB defect detection system for automated inspection and quality control.
End-to-end industrial computer-vision inspection project with OpenCV, scikit-learn, FastAPI, dashboard, tests, and Docker packaging.
385+ article knowledge base on China electronics sourcing, IoT hardware, smart home, PCB assembly & factory auditing — by China Sourcing Agent (china-sourcing-agents.com)
AI defect inspection for automotive paint shops — YOLOv11s + LightGBM fused into a risk score, served in a deployed 4-Layer MES
👩😍✨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。
NDA-safe methodology documentation for unsupervised anomaly detection and localization on industrial 2D/3D weld-seam surface data.
Steel surface defect classification using OpenCV, HOG+SVM and PyTorch ResNet18.
Multimodal AI agent for industrial quality inspection with vision, standards RAG, severity judgment, and structured reports.
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