Factory Automation
——
Fuyou Network
& Advantech Technology
Advantech Industrial Computer Solutions
AI Intelligent Monitoring
for Bottle Labels
Case Background ▼
Background of the Case
Driven by both consumer upgrades and smart manufacturing, bottle labels serve as the core carrier for product information transmission. Their quality directly impacts consumer rights protection, corporate compliance operations, and brand value creation. Traditional manual inspection methods, due to low efficiency, high error rates, and rising costs, can no longer meet the stringent requirements for precision and speed in modern industrial production.
The breakthrough application of AI intelligent monitoring technology, by integrating computer vision, deep learning, and industrial IoT, is reconstructing the underlying logic of bottle label inspection, pushing the entire industry chain towards intelligence, standardization, and sustainability.
Bottle label inspection covers over 20 industries including food, pharmaceuticals, daily chemicals, and electronics. Its core tasks include barcode readability verification, compliance verification of textual content, identification of printing defects, and control of positional accuracy.
Advantech Technology has launched an AI intelligent monitoring solution for bottle labels, which can: AI detection helps identify non-physical defects such as scratches, color inconsistencies, or material issues, and provides data feedback, while ICAM can be quickly deployed with lighting, cameras, and A1 edge processing systems.
AI intelligent monitoring technology is reshaping the industrial ecosystem of bottle label inspection through disruptive innovation. Its value is not only reflected in the significant improvement of inspection efficiency and accuracy but also in promoting the transformation of quality control models across the entire industry chain through data asset accumulation. Under the “Quality Strong Nation” strategy, this technology will become a key enabling tool for the transformation of Chinese manufacturing to intelligent manufacturing.
Case Sharing ▼
Scenario Application
A renowned beverage manufacturer needs to ensure that their new logo labels are printed in the correct color and with the right materials, free from scratches. A manufacturer decided to adopt the AIAOI solution to accelerate the inspection process on the production line. An AI-trained model was deployed on different production lines’ ICAM-500. The ICAM-500 captures images, quickly performs inference, and transmits the results back to the cloud. The label inspection using A1 inference technology can effectively identify the subtlest defects, ensuring high-quality products.
Solution Architecture ▼
Schema Structure
Recommended Products for the Case
Advantech
SKY-640V2
4U Rackmount Intel® Xeon® Scalable GPU Server, Supporting 4x PCIe x16 Double-Deck Cards Plus 3x PCIe x8 Single-Deck Cards
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Processor: 3rd Generation Intel® Xeon® Scalable
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Memory: 16x DDR4 3200 MHz ECC RDIMM/LRDIMM / Intel® Optane™ up to 2TB capacity
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Remote Management: Supports IPMI functionality
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Expansion: Supports 4 * PCIe x16 double-deck cards + 2 * PCIe x8 single-deck FH/HL cards + 1 * PCIe x8 card
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PSU: 2000W 1+1 redundant power supply, 80 PLUS Platinum certified
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3 x 12CM system fans, easy to maintain
@Fuyou Network
400-900-5052