AI Model Management

GIT's AI model management platform, including its proprietary Smart AOI and AIDMS, provides manufacturers with a complete AI-powered visual inspection service—from training to deployment. Through a user-friendly, no-code interface, businesses can quickly build highly accurate AI applications for anomaly detection, image classification, and object detection, significantly lowering the technical barrier and accelerating the transition to smart manufacturing. 

AI模型管理平台

NT$0

No-Code AI Development × Smart Manufacturing Applications

AI模型應用

Challenges in training and deploying AI models in manufacturing

High technical threshold

◆ Complex program development: requires professional AI engineers and a lot of code writing
◆ Difficult environment construction: complex software and hardware environment configuration and debugging process
◆ High learning cost: traditional solutions require deep learning expertise

Large resource investment

◆ High hardware cost: GPU server investment and maintenance costs are huge 
◆ High manpower requirements: A professional AI team is required
◆ Long development cycle: It often takes several months from model training to deployment

Deployment and maintenance difficulties

◆ Complex version control: Difficulty in model update and version tracking 
◆ Cross-platform deployment: Compatibility issues between different devices 
◆ Performance optimization: Difficulty in controlling GPU resource allocation and usage efficiency 

Special needs of manufacturing industry

◆ Small-volume and diversified production: Products change quickly, and models need to be retrained frequently
◆ High-precision requirements: The manufacturing industry has extremely high requirements for detection accuracy
◆ Immediacy requirements: Production line detection requires a quick response of milliseconds

How AI model management platforms solve the problem

Dual-engine AI solution

Smart AOI: Specializes in appearance anomaly detection, without feature labeling, and high-precision models can be trained with 30-100 good product images.
▲ AIDMS: A full-range AI platform that supports a variety of AI applications such as classification, detection, segmentation, and OCR.

Codeless development environment

▲ Drag-and-drop interface: Model training and deployment can be completed with mouse operation
▲ Multi-model switching: Quickly test and verify the effects of different AI models 

Flexible deployment architecture

▲ Cloud-ground hybrid: supports flexible deployment in the cloud and on the ground 
▲ Cross-platform compatibility: fully supports mainstream operating systems and programming languages 
▲ Hardware integration: fully supports everything from embedded devices to high-performance servers 

Enterprise-level management capabilities

▲ Version control: effectively organize and track the model development process 
▲ Resource allocation: intelligently allocate CPU, GPU, and RAM hardware resources based on demand 
▲ Real-time collaboration: support cross-departmental teams to participate in AI development at the same time 

Application

Electronics manufacturing

▲ PCB component missing and offset detection 
▲ Semiconductor chip surface defect and foreign matter detection 
▲ Metal surface roughness, scratch and crack detection
▲ Welding quality inspection

Consumer electronics

▲ Mobile phone assembly: screen, button, shell defect detection 
▲ Wearable device: strap, surface, charging contact detection 
▲ Home appliance manufacturing: appearance integrity, label correctness detection 

Textiles and packaging

▲ Fabric inspection: fabric defects, color difference, damage inspection 
▲ Packaging quality: label position, packaging integrity inspection 
▲ Printing inspection: text clarity, color consistency inspection 

Special application scenarios

▲ Quality control: real-time quality monitoring and early warning of production lines 
▲ Work safety monitoring: personnel protective equipment wearing inspection 
▲ Process optimization: SOP compliance monitoring and improvement suggestions 

Application Showcase - AI Detection System Solution

AI PCB Defect Detection System

The Smart AOI (Appearance Anomaly Detection) system utilizes reliable computer vision and deep machine learning to continuously perform high-precision inspection tasks, maintaining consistent quality standards. It requires only a small number of good product images and a variety of production patterns to train an accurate model, enabling rapid deployment on the production line and improving the efficiency of product appearance inspection.

Edge AI Appearance Defect Detection System

GIT and Leadtek collaborated to demonstrate an Edge AI appearance defect inspection system, integrating VLM multimodal OCR technology with multi-model fusion applications for an AI five-sided appearance inspection solution. This technology not only accurately identifies various non-standard objects and text markings, but also integrates robotic arms to achieve fully automated five-sided inspection and sorting processes, significantly streamlining production line operations and improving production efficiency.

Value-added service - AI model training

Service Content

▲ Professional Team Support: A dedicated team of AI engineers
▲ Customized Model Development: Tailor-made AI models based on specific customer needs and industry characteristics
▲ Model Optimization and Tuning: Utilize hyperparameter adjustment and model optimization techniques to ensure optimal performance
▲ Complete Turnkey Service: Provides trained model files, technical documentation, and user manuals 

Service Process

(1) Demand analysis: in-depth understanding of customer application scenarios and accuracy requirements
(2) Data evaluation: assist customers in preparing and labeling training data
(3) Model development: select the most suitable AI architecture for training
(4) Performance verification: verify model accuracy through test data sets
(5) Deployment and delivery: provide complete model deployment and technical support

Value-added Service - GPU cloud computing power rental

Service Features

▲ Flexible billing: Bill based on actual usage, no large upfront investment required 
▲ Ready-to-use: Rapid environment deployment, saving system setup time 
▲ Professional maintenance: 24/7 professional maintenance team ensures service stability 
▲ Security: Enterprise-grade security protection and data isolation mechanism 

Billing Model

▲ Daily Plan: NT$ 3,000/day, pay as you go 
▲ Monthly Plan: Offers more favorable pricing for long-term use 
▲ Enterprise Project: Customized billing plans for large projects 
▲ Technical Support: Includes professional technical consulting and troubleshooting services  

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