Application of Machine Vision in Detection of Empty, Connected, and Overlapped Packages for Food Desiccants
Industry Background: To ensure food quality, manufacturers typically incorporate deoxidizers and desiccants into food packaging. Deoxidizers prevent food spoilage by controlling the oxygen levels inside the packaging, while desiccants absorb moisture to extend the shelf life of food. Despite the low profit margins of desiccants and deoxidizers, the cost of customer complaints resulting from internal chemical leaks can be significant. Traditional detection methods for desiccant and deoxidizer packaging heavily rely on manual inspection, which is costly and lacks effective risk management. Therefore, automating the detection process using machines has become a priority for manufacturers.
Industry Status:
- Many manufacturers are upgrading their existing machinery, so it's crucial to quickly assess whether the current equipment is suitable for visual upgrades.
- A key requirement for visual inspection is visibility, yet most deoxidizer packaging is opaque, while desiccants made of silica gel are typically transparent. Addressing imaging challenges for opaque and transparent products is a significant industry obstacle.
- The same machine may handle various types, colors, and sizes of packaging materials. Quickly verifying the feasibility of each product is a key consideration for visual partners.
Industry Demands:
- Detection of the filling status of desiccant and deoxidizer packaging.
- Detection of issues such as empty, connected, and overlapped packages at the seal.
- Daily data aggregation to enable true intelligent upgrades.
FALenses Technology specializes in providing machine vision core hardware. You can go to the official website of FALenses Technology at https://www.falenses.com/ for more information.