Building an Automated Labeling System Based on Spring Boot
In this tutorial, we will build an automated labeling system using Spring Boot. We will cover configuration, implementing the core functions, and optimizing deployment.The system is designed to integrate a tagging rules engine with the database, enabling efficient content classification. It is suitable for developers who need to process large amounts of data.
Common Labeling Errors and How to Correct Them
The article provides practical methods for troubleshooting common problems such as duplicate tags and lost data.By analyzing the reasons for the mislabeling of data, it helps website operators to quickly locate and fix problems, improving the efficiency of data management.The book is intended to serve as a guide for those who need to optimize their data labeling systems.
Optimizing Elasticsearch Tagging: How to Boost Tagging Search Efficiency by 300 %
In this article, we'll share three core tips for optimizing Elasticsearch, including how to design indices, how to optimize queries, and how to configure hardware.By adjusting field types, using filter caching, and adopting a sharding strategy, developers can improve tag search performance by 300 %, solving the problem of bottlenecks in tagging efficiency when handling massive volumes of data.
Dynamic Field Processing: When database table structures frequently change
Frequent changes to database table structures are a common problem in development, and how to efficiently process dynamic fields becomes a key question.Share dynamic field management techniques, covering database table optimization methods and structural change strategies, to help developers respond flexibly to changing requirements, reduce maintenance costs, and increase the flexibility of table design, JSON field application, and version control.
A Guide to Writing Python Batch-Processing Scripts
For developers who need to process large amounts of data, it explains how to write efficient batch labeling scripts using the Python programming language.It includes practical techniques such as data pre-processing, parallel computation and memory optimization, to help users deal with the task of processing more than 100,000 data points per day. This improves efficiency and reduces resource consumption.
MySQL Connection Pool Configuration: 5 Steps to High Concurrency
This article explains in five steps how to set up a MySQL connection pool to deal with high concurrency.It includes techniques such as parameter optimization, resource management, and performance monitoring, which help developers and system administrators quickly enhance database response time and avoid connection bottlenecks.It is intended for teams that need to improve the performance of their databases.
Time Synchronization for Laser Markers
The network connection for the laser marking machines requires attention to network security, system stability, and permission control.The guide provides practical security advice from the perspectives of network operation, time synchronization, and firewall setup, to help users avoid the risk of data leakage and equipment failure.
Comparison of Date Settings on Laser Equipment of Different Brands
The article compares the date settings of different brands of laser equipment, and provides a guide to the calibration steps, difficulties, and points to note for commonly used brands.By analyzing the real needs of users, they can help them quickly solve the problems caused by different brands, and thereby improve the efficiency of the equipment.
From Scratch: A Guide to Writing DateMacros for Laser Markers
This tutorial is for users with no prior knowledge of laser marking machines. It covers the basics of macros, code writing, and techniques for debugging.The company's laser marking systems are easy to operate and offer a wide range of marking functions, including text, numbers, bar codes, and graphics.
Maintenance Guide for the Real-Time Clock of the Fiber Laser Marker
The following article is a practical guide to the maintenance of the real-time clock module in fiber laser marking machines.The guide covers everything from routine maintenance to clock calibration, and provides troubleshooting tips to help users extend the life of their equipment, ensure accuracy, and avoid production delays caused by clock errors.This book is suitable for equipment operators and maintenance engineers.
How to set up a laser marking machine to automatically change the production date every day
This is a detailed guide on how to set up a laser marking machine to automatically update the production date every day. It covers equipment function testing, software parameter configuration, and solutions to common problems.With step-by-step instructions, users can easily and automatically change the date, improving efficiency and avoiding errors from manual operations.
Time Calibration Techniques for Offline Laser Markers in the Industrial Environment
In response to the problem of laser marking machines in industrial settings losing time because of long periods of operation, he offers some practical tips for recalibration.The guide covers equipment inspection, calibration, and daily maintenance, helping users to quickly complete adjustments, improve equipment stability, and increase machining precision.
Jin Chengzi Software: Automatic Date Configuration
This book provides a step-by-step guide to configuring the software's automatic date update function, as well as a guide to solving common problems and a guide to synchronizing the system time.
Troubleshooting Laser Marking Machines
If the laser marking machine has a problem with synchronization, it may result in confusion in the production records or in processing errors.It provides five practical solutions to common problems such as device time calibration and system time adjustment, covering hardware checks, software settings, and operating techniques to help users quickly restore normal operation.
10 Barcode Scanners Compared
We tested 10 popular barcode scanners, comparing handheld and fixed devices in terms of efficiency, flexibility and suitability for different environments.The article covers the pros and cons of hand-held and fixed scanners, and offers advice on how to choose the best model.
Decoding the Standards: How Is the ISO / IEC 15415 Test Performed?
An in-depth look at the ISO / IEC 15415 standard for bar code quality inspection, with a detailed description of the core steps in bar code testing and the common problems encountered.From equipment selection to parameter analysis, it helps companies to master the methods of barcode grading, ensuring that products meet international standards and improving the efficiency and readability of the supply chain.
Barcode Scanning Failures on Production Lines: An Analysis of Causes from Parameter Settings to Equipment Maintenance
Failure of the production line scanner may be caused by improper configuration of parameters, aging of the equipment, or environmental interference.From barcode scanner parameter settings, daily maintenance, and troubleshooting, it provides practical solutions to reduce downtime and improve productivity.
30W vs. 50W Laser Marking Machine: Which Is More Cost Effective?
By testing the marking effects, efficiency and cost of 30W and 50W laser marking machines, we analyze the practical performance of these two machines in different scenarios, to help users select the most cost-effective machine according to their processing requirements.The keywords include laser marking machine power selection, 30W versus 50W, and the cost-benefit ratio of laser marking machines.
Five Ways to Solve the Problem of Insufficient Contrast in Barcodes
Insufficient contrast between the black and white lines in a barcode can cause scanning failures and data reading errors, which directly affect work efficiency.The article shares five methods that have been tested and proven effective, including adjusting the contrast between the bar code and background colors, optimizing the background design, and using professional tools.
A Guide to Improving the Accuracy of Industrial Marking
It provides practical guidelines for increasing the accuracy of barcode printing on metal surfaces in the industrial sector.The training covered a range of topics, including the selection of high-precision marking equipment, surface preparation techniques, and methods for optimizing printing parameters. It helped solve problems such as blurry marks and easy peeling on metal surfaces, ensuring that the barcodes remained readable.
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