Packaging
Packaging plays a critical role in product protection, brand experience, and regulatory compliance. However, production variations and human error often lead to packaging defects that compromise quality and safety. Traditional manual inspection methods suffer from inherent limitations including fatigue, inconsistency, and insufficient speed. To address these challenges, manufacturers are increasingly adopting visual AI inspection technologies to ensure packaging accuracy and integrity throughout production.
Aqrose AI Solution Overview
Aqrose Technology’s AI-powered visual inspection solutions in the packaging industry is characterized by its efficiency and precision, addressing challenges that traditional methods struggle to overcome. Our systems swiftly identify minor defects, text information, and positional deviations on packaging, unaffected by factors such as color, background, or reflections. In particular, for quality inspection in complex environments, the solution leverages high-resolution industrial lenses for multi-angle imaging. Combined with deep learning algorithms, they analyze and process image data, significantly enhancing inspection accuracy and efficiency while reducing the risk of missed defects. These capabilities make Aqrose AI critical for elevating product quality, reducing reliance on manual labor, and driving intelligent transformation in packaging operations.
Inspection Scenarios in the Packaging Industry
Cosmetic Inspection
Label and Print Verification
Seal Integrity
Content and Fill Level Validation
Success Cases
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During product manufacturing, unique identifiers such as standard digital codes, 1D barcodes, 2D QR codes, or RFID tags are used to assign each item a unique "identity." This establishes a standardized data framework from the origin of production and captures authentic, verifiable full lifecycle pro -
Seal inspection is vital to food safety and quality. In actual production, critical defects such as contamination in seals, unsealed packages, and partially sealed packages often occur. Since food packaging is typically made of flexible plastic and incoming materials on production lines vary in orie -
Mobile phone packaging boxes are intricately designed, consisting of two parts: a top lid and a bottom base. Each part requires inspection of ten surfaces, one edge, and one corner. There are approximately 37 types of appearance defects, some of which are common across surfaces, while others are spe -
Medicine bottles are core containers for pharmaceutical packaging, mostly made of plastic (such as PP, PE) or glass. They typically include structures like the bottle body, bottle mouth threads, and bottle cap, and must meet pharmaceutical standards for sealing and contamination prevention.The inspe -
Cigarette packaging is a critical part of cigarette production. Defects such as missing BOPP film, scratches, wrinkles, and damage to the white cardboard often occur during the production process. If undetected, these defects can lead to customer complaints or even product returns. Given the high pr
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