首页|图像数据标签标识系统设计研究

图像数据标签标识系统设计研究

扫码查看
图像数据是机器视觉、机器学习等人工智能领域的重要数据源,而图像数据标签则是开展图像数据应用的重要一环,尤其伴随着深度学习等前沿技术兴起,图像数据的标签完整性及准确性对于图像数据应用起到至关重要的作用.以图像数据高效处理的需求为牵引,结合图像标签标识流程及方法,开展图像数据标签标识系统模块化设计与搭建工作,并将图像标识功能单元进行封装处理,同时开展系统交互接口,并实现图像数据标识功能单元的快速组合与应用,经过测试试验,较人工标注和其他方法而言,设计的系统具有效率高、标注方式齐全等优势.
Research on the Design of Image Data Label Identification System
Image data is an important data source in artificial intelligence fields such as machine vision and machine learning,and image data labels are an important part of image data applications.Especially with the rise of cutting-edge technologies such as deep learning,the integrity and accuracy of image data labels play a crucial role in image data ap-plications.This project is driven by the need for efficient processing of image data,combined with the process and methods of image label identification,to carry out modular design and construction of the image data label identification system,and encapsulate the image identification functional units,carry out system interaction interfaces,and achieve rapid combination and application of image data identification functional units.After testing and testing,compared to manual annotation and other methods,the system designed in this paper has advantages such as high efficiency,complete annotation methods.

data labelsimage datamodular design

杨明福、徐亮、杨政、王亮、官永杨

展开 >

贵州江南航天信息网络通信有限公司,贵州遵义 563000

数据标签 图像数据 模块化设计

贵州省科技支撑计划遵义市科技创新人才团队培养计划

黔科合支撑[2023]一般323遵市科人才[2022]6号

2024

工业控制计算机
中国计算机学会工业控制计算机专业委员会 江苏省计算技术研究所有限责任公司

工业控制计算机

影响因子:0.258
ISSN:1001-182X
年,卷(期):2024.37(6)
  • 3