Method and device for marking, training and updating fault popup object detection model on line

• Main Authors: LIU LINJUN, KONG QINGBO, GUO RENCHAO, ZHOU LING, LONG NA, WU YANG, YANG ZHEN, TIAN YUE
• Format: Patent
• Language: Chinese; English
• Published: 09.05.2023
• Subjects: CALCULATING; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS

The invention discloses a method and a device for marking, training and updating a fault popup object detection model on line, and the method comprises the steps: enabling the data of a business system to be communicated with the marking, cleaning, training, deployment and other sub-modules of an algorithm system through a unified online system operation; collection and labeling of data and training and deployment of the model are all placed in a unified client for processing, so that system management or operation and maintenance management personnel can complete online operation and maintenance of the fault popup window picture object detection model at an independent unified client, and the closed loop updating efficiency and processing efficiency of an algorithm system are greatly improved. 本发明公开了一种在线标注、训练、更新故障弹窗物体检测模型的方法及装置，本发明通过一个统一的在线系统操作，将业务系统的数据与算法系统的标注、清洗、训练、部署等子模块打通，将数据的收集、标注、模型的训练和部署全部放在一个统一的客户端处理，使得系统管理或运维管理人员可以在一个单独统一的客户端完成故障弹窗图片物体检测模型的在线运维，极大的提升了算法系统的更新闭环效率及处理效率。