昌红科技：公司自行设计的自动化线在全检过程中应用了传统的图像处理算法和深度学习技术

Core Viewpoint - Changhong Technology provides high polymer consumables such as reaction cups and tips to domestic and global IVD giants, with an annual supply scale reaching billions [1] Group 1: Product Quality and Production Efficiency - The quality of high polymer consumables significantly impacts the accuracy of IVD testing, necessitating high consistency in quality control [1] - The company conducts CCD online visual inspection for each product, ensuring thorough quality checks during packaging [1] - The automated production line designed by the company utilizes traditional image processing algorithms and deep learning techniques for defect identification and classification [1] Group 2: Competitive Advantage and Future Focus - The application of online detection algorithms has improved production efficiency and enhanced quality control capabilities, contributing to the company's competitive edge [1] - The company remains attentive to the application scenarios of learning algorithms and actively seeks to validate them, aiming to boost research and production efficiency [1]