Data analysis method based on monitoring video sampling and image recognition technology

Abstract

The invention relates to the technical field of video image analysis, and discloses a data analysis method based on a monitoring video sampling and image recognition technology. The method comprises the following steps: S1, marking goods in a video through employing a marking method, and automatically recognizing the goods in a loading platform through employing a goods recognition training model;s2, performing real-time data collection and analysis on the monitoring video by using a goods recognition training model; s3, calculating and analyzing the operation law of the loading platform by using a time sequence analysis method; s4, formulating an alarm mechanism, and prompting the financial institution that the production and operation are abnormal under the condition that the operationrule is not met; aiming at the universal financial requirements of small and medium-sized enterprises in the manufacturing industry, existing monitoring videos are used for data collection and analysis, and real-time and historical operation data concerned by financial institutions is obtained.

Description

technical field [0001] The invention relates to the technical field of video image analysis, in particular to a data analysis method based on monitoring video sampling and image recognition technology. Background technique [0002] After the production process of any production-oriented enterprise in the manufacturing industry is completed, it will involve the process of taking out the finished product from the warehouse, loading it and sending it to the customer. Under normal circumstances, the loading process of finished products is completed on the loading platform in the factory area, and for safety reasons, a certain number of monitoring cameras are installed on such loading platforms. In the process of goods out of the warehouse, large companies with better information system construction will record the information related to outbound loading into their own management system by scanning barcodes and other methods. However, for many small and medium-sized enterprises,...

AI Technical Summary

Problems solved by technology

However, for many small and medium-sized enterprises, the construction cost of this type of management information system is too high, and the users also lack corresponding training and ability, so small and medium-sized enterprises still rely on manual marking, paper forms, etc. to record the loading and unloading of goods. Departure and other information

At the same time, due to the coverage of the video content in the delivery links such as the loading and dispatching of goods recorded in the existing surveillance video, very valuable production and sales related information cannot be effectively recorded.

When enterprises need financial support such as loans, SMEs are often unable to provide relevant and credible production and operation data to financial institutions, thus missing opportunities for development

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