Huawei Case Studies Unified Quality Inspection Standards for Brand Owners and Multiple Factories

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	Unified Quality Inspection Standards for Brand Owners and Multiple Factories Huawei

Unified Quality Inspection Standards for Brand Owners and Multiple Factories

Huawei

Technology Category	Analytics & Modeling - Machine Learning
Applicable Industries	Automotive Electronics
Applicable Functions	Discrete Manufacturing Logistics & Transportation Quality Assurance
Services	Software Design & Engineering Services
Challenge	In the 3C industry and the automotive industry, the consistency of the measurement standards of upstream parts processing manufacturers and OEMs is important. How to quickly and efficiently sample the quality of parts according to the standards after OEM manufacturers receive parts, digitize the test results in real-time and share with other business systems and make them traceable, are common pain points in the industry. Read More
Solution	Based on the AI quality inspection platform built by the OEM and the mobile standard inspection AI-Box, through the 5G low-latency and large-bandwidth connection, it will well solve the current quality control problems of small and medium-sized parts. For example, for an automobile gear hub key dimension measurement and inspection equipment, an OEM has built an AI quality inspection platform, and jointly defined quality standards with component manufacturers, using a combination of deep learning and traditional algorithms, using AI-Box vision combined with 5G terminals testing equipment, AI-Box will send the testing results back to the AI platform and related business systems through the 5G network after testing. By sharing testing data, it achieves high efficiency and high accuracy, and continuously improve the existing AI quality testing model to ensure OEM and upstream component manufacturers share a consistency of testing standards. AI-Box devices support custom configurations of light sources, cameras, and lenses, seamlessly connecting to the industrial vision AI training platform for data collection. Read More Log in to view content
Contents

Technology Category

Analytics & Modeling - Machine Learning

Applicable Industries

Automotive

Electronics

Applicable Functions

Discrete Manufacturing

Logistics & Transportation

Quality Assurance

Services

Software Design & Engineering Services

Challenge

In the 3C industry and the automotive industry, the consistency of the measurement standards of upstream parts processing manufacturers and OEMs is important. How to quickly and efficiently sample the quality of parts according to the standards after OEM manufacturers receive parts, digitize the test results in real-time and share with other business systems and make them traceable, are common pain points in the industry.

Solution

Based on the AI quality inspection platform built by the OEM and the mobile standard inspection AI-Box, through the 5G low-latency and large-bandwidth connection, it will well solve the current quality control problems of small and medium-sized parts.

For example, for an automobile gear hub key dimension measurement and inspection equipment, an OEM has built an AI quality inspection platform, and jointly defined quality standards with component manufacturers, using a combination of deep learning and traditional algorithms, using AI-Box vision combined with 5G terminals testing equipment, AI-Box will send the testing results back to the AI platform and related business systems through the 5G network after testing. By sharing testing data, it achieves high efficiency and high accuracy, and continuously improve the existing AI quality testing model to ensure OEM and upstream component manufacturers share a consistency of testing standards. AI-Box devices support custom configurations of light sources, cameras, and lenses, seamlessly connecting to the industrial vision AI training platform for data collection.

Impact #1	[Data Management - Data Analysis] Realize a complete closed-loop of data labelling and model training on the industrial vision AI training cloud platform while supporting model delivery and local confirmatory testing.

Impact #1

[Data Management - Data Analysis]

Realize a complete closed-loop of data labelling and model training on the industrial vision AI training cloud platform while supporting model delivery and local confirmatory testing.

Partners	Baidu

Partners

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Overview

Unified Quality Inspection Standards for Brand Owners and Multiple Factories

Operational Impact

Technology