1 产品概述Product Overview

1.1 产品定位

1.1 Positioning

元神之眼（SoulVision），前身项目代号 CTJI_VisionMaster，基于 WPF + MVVM 架构开发的国产化工业视觉高精度检测平台。主打电子元件针脚检测、外观缺陷检测、尺寸测量、OCR 识别、条码扫码、PLC 产线全链路联动，全面兼容工业相机、运动控制、IO 模块、扫码枪、MES 系统对接。

SoulVision, formerly CTJI_VisionMaster, is a domestically developed high-precision industrial vision inspection platform built on WPF + MVVM architecture. It specializes in electronic component pin inspection, surface defect detection, dimensional measurement, OCR, barcode scanning, and full PLC production line integration, compatible with industrial cameras, motion controllers, IO modules, barcode scanners, and MES systems.

1.2 核心技术栈

1.2 Tech Stack

• 前端框架：WPF MVVM
• 视觉底层：OpenCvSharp
• 检测模型：YOLOv12 / YOLO ONNX
• 多模态大模型：Qwen3-VL
• 量子引擎：QPanda / Qiskit
• 数据存储：MSSQL + SQLite
• 通讯协议：Modbus TCP、Siemens S7、MQTT、gRPC

• Frontend: WPF MVVM
• Vision: OpenCvSharp
• AI Models: YOLOv12 / YOLO ONNX
• LLM: Qwen3-VL
• Quantum: QPanda / Qiskit
• Database: MSSQL + SQLite
• Protocols: Modbus TCP, Siemens S7, MQTT, gRPC

1.3 适用场景

1.3 Applications

电子元器件针脚检测、五金外观缺陷、塑胶毛刺缺料、精密尺寸测量、条码二维码识别、产线 OK/NG 分拣、MES 数据上传、多语言海外部署。

Electronic component pin inspection, surface defect detection, precision measurement, barcode/QR recognition, production line OK/NG sorting, MES data upload, multi-language international deployment.

2 系统登录与主界面Login & Main Interface

启动平台后进入登录界面，输入管理员账号密码即可登录主面板。左侧功能导航树分为：硬件配置、视觉检测、模型训练、工作流设计、实时监控、数据查询、系统设置等核心模块。

Launch the platform and log in with admin credentials. The left navigation tree contains: Hardware Config, Vision Inspection, Model Training, Workflow Designer, Real-time Monitoring, Data Query, and System Settings.

3 硬件配置中心Hardware Configuration

统一配置入口，支持 15+ 品牌设备的参数配置与连通性测试。

Unified configuration portal supporting 15+ device brands with connectivity testing.

设备类型	支持品牌	Device	Supported Brands
Industrial Camera	Basler, Hikrobot, Daheng, OPT, Huarui, Keyence, SICK
IO Module	Advantech, ADLINK, Xinje, Inovance, Googol, Moons'
PLC	Siemens S7-1200/1500, Mitsubishi FX/Q, Omron, Delta, Inovance, Xinje
Barcode Scanner	Honeywell, Zebra, Newland, Keyence, Hikrobot
Motion Control	Leadshine, Googol, Advantech, Leetro, ZNW

4 AI 视觉检测配置AI Vision Inspection

5 YOLO 模型训练YOLO Model Training

从数据集准备到模型导出 ONNX 的全流程自动化。

End-to-end automated pipeline from dataset preparation to ONNX model export.

6 可视化工作流设计器Visual Workflow Designer

拖拽式构建完整产线流程：采集 → YOLO 检测 → 大模型分析 → OK/NG 判定 → PLC 输出 → MES 上传。支持 Visio .vsdx 导入、分支判断、循环、单步调试。

Drag-and-drop workflow: Capture → YOLO Detection → LLM Analysis → OK/NG → PLC Output → MES Upload. Supports Visio .vsdx import, branching, loops, and step debugging.

7 实时监控与检测运行Real-time Monitoring

8 生产记录查询Production Records

按时间段、产品型号、判定结果筛选历史记录。包含产品 ID、检测结果、时间、操作员。支持 Excel 导出。

Filter by time range, product model, and inspection result. Includes product ID, result, timestamp, operator. Excel export supported.

9 通讯与 MES 配置Communication & MES

对接 MES 系统：工单管理、SOP 防错、质量追溯、设备管理。

MES integration: work order management, SOP error-proofing, quality traceability, equipment management.

10 行业场景适配Industry Applications

电子元器件、半导体、五金塑胶、汽车零部件、食品包装、医药医疗、新能源。

Electronics, semiconductor, hardware/plastic, automotive, food packaging, medical, new energy.

11 多语言国际化Multi-language Internationalization

内置 7 种语言：简体中文、English、中文繁体、日本語、한국어、Español、Tiếng Việt。采用独创 LanguagesType 架构，无需预定义语言代码，后台一键切换，所有界面同步适配。

Built-in 7 languages: Chinese Simplified, English, Chinese Traditional, Japanese, Korean, Spanish, Vietnamese. Uses proprietary LanguagesType architecture - no predefined language codes, one-click switch in admin panel.

12 新手快速上手指南Quick Start Guide

13 硬件环境要求System Requirements

场景	最低	推荐	Scenario	Minimum	Recommended
文件夹测试Offline test	R5 4650 + 16G	R7 5700X + 32G
实时 + YOLOReal-time + YOLO	R7 5700X + 32G + 8G VRAM	R7 9700X + 64G + 16G VRAM
实时 + 大模型Real-time + LLM	R7 9700X + 32G + 12G VRAM	R9 + 64G + 24G VRAM