With the rapid development of artificial intelligence industry, to enhance the accuracy of the algorithm identifies the key issues, which depend on a large, high-quality structured training data set to produce a structured training data set of manual annotation is inseparable.
In the process of manual annotation, for many large enterprises and high data privacy enterprises, marked the privatization of essential platform.
Jingdong Trimaran, since the beginning of 2017 the external aspects of operations, with many years of internal cooperation and external services data annotation customized service experience and data security, annotation tools, project management processes to conduct a comprehensive upgrade, officially launched Easylabel privatization upgrade annotation platform for the needs of different enterprises, offers three solutions .
solution
01 Easylabel privatization labeling platform (Standard Edition)
Easylabel privatization labeling platform (Standard Edition) enables you to create data tagging project, distribution, implementation, monitoring, recovery of the results can also manage the project participants.
Applicable business: short-term high data privacy need to mark, label or need long-term data on the platform but no customization requirements of the enterprise
platform consists of two main parts: management background and label the table.
Management background:
in the background management module, companies can specify the administrator for project management, data management and team management.
Administrators can publish the project after annotation tools, and project parameters as prompted configuration; results in the project, the administrator can monitor and manage the members of the answer, the task acceptance, rollback failed task, the task of qualified export data.
Bench mark:
mark Members login labeling and quality inspector to perform bench mark work. According to the project process requirements, labeling members marked inspectors submit data to be after the completion of quality inspection, quality control, if not rejected by the members of the original label to modify, or submitted directly by the inspector after modification, quality control until the subject by far.
Platform, Standard Edition architecture:
02 Easylabel privatization label platform (customized version )
Easylabel privatization label platform (customized version) can be customized annotation tools, project processes, algorithms docking, user rights, etc. according to business needs for enterprises to set output has its own brand of more in line with the privatization of the enterprise business logic tagging platform.
Applicable enterprise: the number of users involved in the use of relatively large platform, requires multi-sectoral collaboration, multi-platform docking enterprise; data labeling needs more diverse or more complex, and long-term needs of enterprise data marked; Standard Edition project process flow and other functions not in line with their business logic, the need for customized enterprise.
Customized version of the Case
Name of Project: a medical company customized version Easylabel privatization label platform
Industry: Healthcare
Project Background: Since the patient has a CT image data privacy and medical picture data marked professionalism, and the need for internal operation of an automated algorithm model docking online medical imaging pictures audit filter and label platform.
Solutions (part) :
- Labeling requirements based on medical data, combined with custom graphic annotation tools
- Due to the platform marked by a number of different groups of business management, account system platform for docking with the enterprise ERP system, easy to assign administrative rights.
- Because of the marked results require a higher accuracy rate, the same data more than the same custom label, single-label quality control of processes to reduce the error rate.
03 marked version / customized version of the + mark field officers
Trimaran Jingdong at the same time for enterprises to deploy tagging platform, providing tagging and project administrator in the field, while addressing enterprise data security can not be guaranteed and the problem of lack of adequate manpower marked.
Applicable business: the need to ensure access to qualified structured data under the premise of safety data, but without proper labeling or data management platform sufficient number of jobs or the amount of business projects and operations marked
After the privatization of enterprises to purchase Easylabel tagging platform, if need be encountered in field projects, companies can by its own project management; or project managed by Trimaran Jingdong full-time project managers, enterprises need to share energy operating platform, requiring only acceptance marked results.
Resident Case:
Project name: a bank Standard Edition + resident Solutions
Sector: Financial Industry
- Jingdong marked Trimaran provide staff and project management staff in the field labeled services, office equipment and office space provided by the customer.
- System combined with customer-related office space and other regulations, including Jingdong Trimaran formulate personnel management standards for electronic equipment, personnel access, equipment operation, pre-service, Jingdong Trimaran project manager for personnel tagging data security-related training.
- According to size of the project, an experienced project manager Jingdong Trimaran with tracking management services to ensure data security, compliance personnel to operate, output in line with the requirements of the training data set.
Jingdong platform Trimaran marked according to Easylabel privatization of industry trends and customer needs research and development, with a high degree of security and superior performance, highly scalable platform, agile intelligent, easy to use and many other advantages.
To further ensure enterprise data security, Easylable privatization platform marked by RBAC access control and user activity monitoring, etc., to achieve the division of responsibilities and abnormal user account control.
System Safety Program:
As to the general development of AI industry enterprises bring better services, Jingdong Trimaran has been working to improve services, research and introduce more pervasive use data collection and annotation tools, and to provide more demand scenario AI Solutions, the rapid development of business intelligence help.