This certification of Huawei Shengteng technology not only fully recognized the security, reliability and stability of SIE's "PCB industry model based on Shanmou GPT", but also confirmed its technical strength and great potential from the side.
Launch the first large-scale PCB industry model
Continuously laying out the layout of AI commercial applications
Based on SIE Information's self-developed AI Zhongtai Shanmou GPT, the PCB industry big model deeply integrates computer vision (CV), deep learning and natural language processing (NLP) technology, comprehensively balances enterprise computing costs, training costs, model capabilities, application value and other elements, cleans, trains and fine tunes a large number of engineering drawings, order data, industry knowledge and other data in the PCB industry through access to the general big model, and has richer PCB professional knowledge, engineering drawing recognition and analysis capabilities. It can provide services such as engineering MI parameter extraction, intelligent quotation, AI quality inspection, knowledge retrieval and question answering, promote the digital and intelligent development of the PCB industry, and accelerate the intelligent leap of the industry.
PCB industry big model architecture based on Shanmou GPT
At present, the "PCB Industry Large Model and Application Based on Shanmou GPT" has been able to accurately identify and extract key engineering parameters in PCB engineering drawings, such as size, material, layer number, etc., shortening the parameter extraction work that originally required 4-6 hours to a few minutes, while ensuring an accuracy rate of over 95%. This innovation not only greatly improves the efficiency from order receipt to production preparation, but also significantly reduces quality issues caused by human errors. Its core competencies are as follows:
Automated drawing recognition: Using advanced image recognition and artificial intelligence technology, it automatically interprets drawing files in different formats such as Gerber, PDF, Word, Excel, TXT, etc., reducing the drawing interpretation time to minutes.
Automated drawing interpretation: a unified platform that can handle multiple file formats and languages, simplifying the operation process for engineers and reducing the difficulty and time cost of interpretation caused by format diversity.
Automated parameter extraction and verification: Using machine learning algorithms to automatically identify key parameters such as components, circuits, and layers in PCB drawings, and introducing an automatic verification mechanism to reduce manual error rates and improve accuracy.
Real time material cost update and matching: Establish a real-time updated material cost database, which is linked with the automatic quotation system to ensure the accuracy and updating of cost data.
The "PCB Industry Model Based on Shanmou GPT" has significantly improved the ability to read, parse, extract, and process complex engineering drawing information and intelligent application level in the PCB field through three self-developed algorithms: document image classification, text layout detection, and text layout recovery. It not only optimizes PCB design and manufacturing processes, but also provides users with more accurate and efficient services, including but not limited to engineering MI parameter extraction, intelligent quotation, AI quality inspection, knowledge retrieval, and Q&A.
At the same time, based on SIE Information's 19 years of experience in manufacturing enterprise digitalization and intelligent factory construction, as well as Emec's more than 15 years of digital service experience in PCB manufacturing industry and customer accumulation, it can provide customers with personalized and customized services and solutions based on big models, bringing revolutionary changes to the industry. As a pioneer in the market, this application not only holds an absolute advantage in market share, but also brings unprecedented value to the PCB industry with its efficient engineering drawing analysis and intelligent quotation capabilities.
In the future, SIE Information Self developed AI Zhongtai - Shanmou GPT will also continue to combine Huawei's Ascension ecosystem to launch more AI products based on specific scenarios of industry needs, work together with more enterprises and developers in the ecosystem to create solutions in different fields and scenarios, enrich AI ecological layout, and jointly promote the prosperity and development of the AI industry.
