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  5. Measurement and Inspection
  6. Example of use: Detection of defective products on the production line using anomaly detection AI.

Example of use: Detection of defective products on the production line using anomaly detection AI.

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last updated:Oct 16, 2023

TDSE
TDSE
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Select only the products that require human inspection and automate the process! It's okay to inspect only a few percent of the total inspection count!

Visual inspection of defective products on production lines by humans involves a high workload and results in inconsistent inspection quality. Therefore, we first use AI to identify products with a high likelihood of defects. Only those selected products are then visually re-inspected by humans, ensuring consistent quality while reducing manpower. Our anomaly detection service, 'TDSE Eye', implements advanced algorithms to streamline visual inspections for maintenance tasks and product quality verification. [Case Overview] ■Challenges - Time and labor costs are high - The work is dependent on individuals, leading to inconsistencies in inspection quality ■Benefits - AI inspection selects only the products that require human inspection, reducing manpower - AI ensures consistent inspection quality *For more details, please refer to the PDF document or feel free to contact us.

    Measurement and Inspection
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Example of use: Detection of defective products on the production line using anomaly detection AI.

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  • Related Link - https://www.eye.tdse.jp/?__CAMCID=dgYWTIKIpj-302&_…

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【Features of TDSE Eye】 ■ Easily accessible AI from individual applications ■ Quickly build complex models in a cloud environment ■ Always high-performance anomaly detection AI ■ Can be implemented and operated without specialized knowledge ■ Offline execution of AI inference at the edge ■ Extensive track record in the field of image AI *For more details, please refer to the PDF document or feel free to contact us.

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【Similar Use Cases】 ■Detection of hazardous materials in factories: Using AI to detect and remove tools and equipment placed in normally unacceptable locations through surveillance camera images. *For more details, please refer to the PDF document or feel free to contact us.

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TDSE Eye Introduction Materials - Cutting-edge appearance inspection service usable with a small number of normal image data.

TDSE Eye Introduction Materials - Cutting-edge appearance inspection service usable with a small number of normal image data.

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TDSE Eye

Image Analysis AI [TDSE Eye] Utilization Seminar - Streamlining Visual Inspection with AI!

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Would you like to streamline visual inspections, which are used in various scenes of the manufacturing industry such as equipment inspections, maintenance, and product quality control, with AI? The image analysis AI "TDSE Eye" is a service that allows you to build an AI that detects abnormal images by training it with just a few normal images. No advanced programming knowledge is required! Since there is no need to collect time-consuming images of abnormal conditions, it enables quick and low-cost implementation, supporting the reduction of human and time costs associated with visual inspections. In this seminar, we will introduce TDSE Eye while sharing examples of its application, such as detecting defective products on production lines and visual inspections of concrete wall surfaces! It is an on-demand webinar that you can attend at your preferred time, so please register on a date that suits you! We look forward to your participation.

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We provide comprehensive support for our customers' DX promotion and data utilization. Our support includes analysis by data scientists and engineers from academic backgrounds, assistance with product utilization, and the establishment of data science organizations within our customers' companies, tailored to meet their needs. Please feel free to contact us if you have any requests.

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