Development of intelligent verification system for stacked kilogram weights
Jian Ma, Linlin Guo, Di Zhao, Guixiong Liu · International Conference on Mechanical Engineering, Measurement Control, and Instrumentation · 2021
Unmanned verification of weights helps to improve the efficiency of weight verification and enhance the traceability of test data. This article started with the overall design of the intelligent verification system for stacked kilogram group weights, and proposed a software and hardware platform developed by relying on stacked kilogram group weights deep learning recognition and segmentation technology and kilogram group weight multi-modal sensing positioning technology to achieve fluorescent lighting. Intelligent verification of stacked kilogram weights. The system test experiment was carried out by simulating the construction of a stacked kilogram group weight stack, which verified the effectiveness and accuracy of the intelligent verification system. The verification time of a single weight instance was about 42s, which could meet the actual needs of the stack kilogram group weight verification process and realized the machine. The generation greatly improved the verification efficiency of stacked kilogram weights.