ADC_Hefei Sineva Intelligent Machine Co.,Ltd.

Main Products >Industrial Software And Big Data >Industrial Big Data Analysis

ADC

Application scenario: Applied to visual inspection of process. The product have been applied in 10+ projects in display panel industry

Product function

– Object detection、Image classification、Image segmentation

– Model management: train、inference

– Data management

– Senior judgement

– Monitoring and early warning

– High availability

Product features

– Reduce quality inspection cost

– Precipitate knowledge and skills

– Improve detection capability dynamically

– Promote comprehensive process improvement

Advantage effect

Customer oriented product design, which can reduce the quality inspection cost by 85% and promote the comprehensive improvement of process

The training process is visualized, the model results are clearly visible, and the model effect is clear at a glance

Manual judgment, to complement the automatic judgment

Rich data analysis functions, with front layer traceability, map analysis, similarity analysis, decision analysis and other functions

Cases

※A international leading pan-semiconductor enterprise case

• Business challenges

1. Many kinds of defects (100+) and difficult to sort

2. Manual judgment with low accuracy and efficiency

3. Lack of AI talent

4. Traditional thinking

5. Lack of methods to find out high-value and applicable scenarios

• Solution

• Effect of solution

1、Automatically judges the map, the personnel replacement rate is 80%, and the accuracy rate is improved by 20%

2、Reduce quality inspection cost by 85%

3、Improve product quality, reduce non-quality cost (scrap, etc.)

4、Provide root cause analysis of product defects

5、5 + people have learned to use and iterate the existing machine learning model

6、Established the flow system of defect detection