This is a deep learning-based vision inspection service for determining defects in manufacturing lines.
LG CNS's DAP Vision
DAP Vision is a vision inspection service that offers efficient, convenient learning service through a high-performance GPU-based platform and learning process automation function and provides the factory site with a judgment service system that can quickly implement deep learning judgment models to enable continuous performance management through judgment model deployment, implementation, and relearning.
As more images are available on site, the accuracy of deep learning vision inspections is improved accordingly, and DAP has implemented a process that can provide a seamless process through image acquisition-learning-model generation-deployment.
DAP Vision(Data Analytics & AI Platform Vision)
The DAP Vision service has built a learning system in the cloud based on high-performance GPUs. It automatically collects factory-judged images and result data and automatically distributes and manages the image sets according to purpose. based on collected data, various frameworks (Tensorflow, Caffe, and AutoML) and deep learning networks can be selected to train the model. The easy learning function makes it easy for anyone to handle a multi-level learning process with a single request. Snapshot models created after training can also be compared using process control indicators such as untested, overtested, and contribution rates to select optimal models for production lines based on reference values.
DAP Vision's local system is divided into management server and decision servers. This structure can manage models distributed to multiple decision servers through a single management server. The online distribution function enables users to mount and manage models determined from the learning system in a large number of production lines. Judgment results are provided in real time; you can check the judgment statistics and judgment performance as well as summary information on the dashboard through the preset batch statistics.
The DAP Vision service is linked with Google's AutoML. AutoML makes it easier even for non-experts to conduct deep learning and create models with fewer images. The Google EdgeTPU (beta service) optimized for the neural network process can be applied to the judgment system, and the judgment server can be implemented at a lower cost.
Our deep learning-based AI vision inspection service improves productivity with a vision inspection platform that automates the inspection process at all stages of production, from raw materials entrance into factories to final assembly securing inspection accuracy and improving productivity.
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Homepage Chief Privacy Officer’s | Public Relations Team | mediapr@lgcns.com |
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Date of enforcement: 2019.9.20
The collection and use of personal information by LG CNS Co., Ltd. (hereafter referred to as the “Company”) require the consent of the user in accordance with the “Act on the Promotion of Information and Communications Network Utilization and Information Protection, etc.” I consent to the collection and use of my personal information by the Company.
The collected personal information is processed for the following purposes.
The Company consigns personal information processing as described below for the improvement of its services and stipulates the necessary matters to ensure that personal information is safely managed upon conclusion of consignment contracts (prohibiting the processing of personal information for purposes other than fulfilling the consignment contract, restricting re-consignment, and taking measures to ensure stability) pursuant to the relevant laws. In the event of a change of consignee, the Company shall disclose such fact through this Privacy Policy without delay.
The Company shall destroy your personal information without delay after achieving the purpose of collecting and using such personal information. Nonetheless, the information below shall be retained for the specified period for the following reasons.
For more information on the collection and use of personal information, please refer to the <Privacy Policy> published on LG CNS's website (www.lgcns.com)
Collection and use of personal information by LG CNS Co., Ltd. (hereafter referred to as the “Company”) requires consent of the user in accordance with the “Act on Promotion of Information and Communications Network Utilization and Information Protection, etc.” I consent to collection and use of my personal information by the Company.
Collected personal information is processed for the following purposes.
The Company consigns personal information processing as follows for improving its services and stipulates matters necessary to ensure that personal information is safely managed upon consignment contracts (prohibiting processing of personal information for other purposes than fulfilling the consignment contract, restricting re-consignment, taking measures to ensure stability) pursuant to the relevant laws. In the event there is a change of consignee, the Company shall disclose this fact through this Privacy Policy without delay.
The Company shall destroy personal information without delay after achieving the purpose of collecting and using this personal information. However, the information below shall be retained for the specified period for the following reasons:
For more information on collection and use of personal information, please refer to the <Privacy Policy> published on the LG CNS website (www.lgcns.com).
The collection and use of personal information by LG CNS Co., Ltd. (hereinafter referred to as the “Company”) require the consent of the user in accordance with the “Act on the Promotion of Information and Communications Network Utilization and Information Protection, etc.” I consent to the collection and use of my personal information by the Company.
Collected personal information is processed for the following purposes:
The Company consigns personal information processing as described below for the improvement of its services and stipulates the necessary matters to ensure that personal information is safely managed upon conclusion of consignment contracts (prohibiting the processing of personal information for purposes other than fulfilling the consignment contract, restricting re-consignment, taking measures to ensure stability) pursuant to relevant laws. In the event of a change of consignee, the Company shall disclose such fact through this Privacy Policy without delay.
The Company shall destroy personal information without delay after achieving the purpose of collecting and using such personal information. Nonetheless, the information below shall be retained for the specified period for the following reasons:
If you do not agree, however, receipt of LG CNS’s solution and event information may be restricted.
For more information on the collection and use of personal information, please refer to the <Privacy Policy> published on the LG CNS website (www.lgcns.com)