The dynamic sorting technology has become one of the standard configurations in many industrial production. In many industries, egg production is no exception, and automated sorting machines are becoming increasingly popular, becoming an essential tool for egg production enterprises to improve work efficiency and reduce costs. So, what are the steps involved in the automated egg sorting process?
Firstly, the automated sorting of eggs requires image recognition to detect and classify the eggs. Therefore, the first step is to perform image acquisition, collect the feature data of eggs, conduct data analysis, training, and model optimization, in order to improve the accuracy and speed of automated egg detection. That is to say, in order to achieve efficient and automated operations in automated sorting processes, it is necessary to have a set of sharp image processing techniques.
The second step is to process the collected egg images. Due to the differences in size, shape, and color of eggs, they need to be processed first to eliminate the differences and make subsequent work more precise. For example, setting different thresholds for eggs based on their size, color, defects, and other characteristics, and classifying eggs according to the set classification rules. For example, the size and color characteristics of big headed eggs and red eggs are different, and classification can be achieved based on different sizes and colors.
The third step is to inspect the appearance, size, and defects of the eggs. This process is equivalent to a mechanical version of manual inspection. There are two main technologies for automated inspection machines: traditional computer vision technology and the use of artificial intelligence technology. Regardless of the technology used, it is necessary to cooperate with egg pretreatment work, and the first two steps of work can ensure the accuracy and efficiency of egg detection. In this step, defect detection of eggs is very important, as any defect may lead to a decrease in egg quality and even affect consumer health.
The fourth step is to automate the sorting of eggs according to their sorted types. Automated sorting machines use computer vision technology and machine motion control systems to sort eggs. Automated sorting machines sort and drop eggs that meet the classification rules, while those that do not meet the rules are excluded. In addition, the operation of this process also needs to pay attention to process accuracy to ensure efficient and safe completion of the work.
In short, the process of automated egg sorting is quite complex and precise, and every step needs to be standardized and precise. The promotion and application of automated sorting technology not only helps to improve the production efficiency of egg processing, but also helps to improve the product quality and nutritional value of eggs. I hope that egg production enterprises can continuously optimize their automation processes and technologies to provide consumers with safer and higher quality egg products.
Post time: Jun-06-2024
