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  6. [Manufacturing x AI] AI Appearance Inspection Machine_Development Flow

[Manufacturing x AI] AI Appearance Inspection Machine_Development Flow

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last updated:Feb 08, 2021

Musashi AI
Musashi AI
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We provide total support from verification to implementation of AI that can be used in manufacturing sites!

This is the development flow of our product "AI Visual Inspection Machine." The "AI Visual Inspection Machine" reduces high-load tasks over long periods. Using unique know-how cultivated through AI and manufacturing, we build imaging environments suited to each component. Musashi, with over 80 years of experience in manufacturing, designs dedicated machines. We provide equipment tailored to your production site. 【Features】 ■ Imaging environment construction ■ Annotation (creation of training data) ■ Unique algorithms & GUI ■ Edge device selection (CPU, GPU, etc.) *For more details, please refer to the PDF materials or feel free to contact us.

    Visual Inspection Equipment
設備画像(小).PNG

[Manufacturing x AI] AI Appearance Inspection Machine_Development Flow

設備画像(小).PNG
設備画像(小).PNG
  • Related Link - https://musashi-ai.com/ai-visual-inspection.html

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basic information

【Flow until Implementation】 ■STEP 1 (3 months) ・PoC Phase (Proof of Concept) Conduct desktop verification using image data to determine if AI-based discrimination is possible. ■STEP 2 (1 to 3 months) ・Verification Phase with Simple Equipment Verify the challenges of introducing it to the production line and the actual usability with simple equipment. ■STEP 3 (3 months) ・Implementation Phase for Mass Production Equipment Design, develop, and install the AI visual inspection machine to be introduced into the production line. *For more details, please refer to the PDF document or feel free to contact us.

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Applications/Examples of results

- Utilization of AI visual inspection for the following parts: - Forging, casting, machining, rubber, resin, etc. - Proven track record with automotive parts manufacturers ⇒ We provide comprehensive support from AI model creation to mass production implementation!

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[Development Flow] AI Appearance Inspection Machine

[Development Flow] AI Appearance Inspection Machine

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Musashi

Musashi AI

Manufacturing and processing contract

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With the philosophy of 'More human-like work for people,' we are implementing AI in manufacturing sites and working on innovation in manufacturing. In the manufacturing process, products are shipped to customers after going through transportation, processing, and inspection stages. Among these, processing is the core of manufacturing, where human skills and judgment create added value, while transportation and visual inspection involve repetitive tasks that become high-load work over long periods. However, humans are inherently creative beings. By automating repetitive tasks, we are challenging ourselves to create an environment where humans can engage in meaningful work that allows them to generate new ideas for the future and transform their jobs. We aim to continue providing new value broadly to manufacturing sites around the world.

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  • Measurement and Analysis
  • Inspection Equipment and Devices
  • Visual Inspection Equipment
          

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