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High Speed Pharmaceutical Packaging Detection System Based on Genetic Algorithm and Memory Optimization

机译:基于遗传算法和内存优化的高速药品包装检测系统

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摘要

Aiming at the problem of misprint or obscure of packaging date, production batches and the validity period on the medicine package, a high speed medicine packaging detection technology based on real time image identification is proposed. The memory optimization algorithm is introduced to allocate free memory in the system to the storage and process the image data, and thus the frequent and complex steps of saving and reading of image in the process of image identification are avoided. Therefore, the detection efficiency of the system is improved. The experimental results show that the detection speed of the proposed system increase by 12.5% in the field of character recognition and digital recognition.
机译:针对药品包装上日期,生产批次,有效期错印或模糊的问题,提出了一种基于实时图像识别的高速药品包装检测技术。引入内存优化算法,将系统中的空闲内存分配给图像数据进行存储和处理,从而避免了图像识别过程中保存和读取图像的繁琐和繁琐的步骤。因此,提高了系统的检测效率。实验结果表明,该系统在字符识别和数字识别领域的检测速度提高了12.5%。

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