Jinglianwen Technology: current situation and solutions of data acquisition and labeling industry

China AI The data service industry starts from 2010 From the barbaric growth period in, to the standardized development stage now , As demand continues to escalate , More advanced concept 、 Technology is harder 、 A more efficient profession AI Data service enterprises have become the mainstream trend .

Machine learning relies on the feeding of massive labeled data , The quality of data directly affects AI Whether it can finally land smoothly . As a data annotation industry with strong relevance , It grows rapidly with the development of artificial intelligence .

Current situation of data acquisition and labeling industry

1、 The demand for customized collection and annotation increases

With the diversity of AI Scenes continue to emerge , Relevant enterprises have more urgent requirements for the collection and annotation of multi scenario data in different fields . Different application scenarios require different requirements for data collection and annotation , This puts forward higher requirements for the professionalism of customized collection and annotation services of data service providers . For example, speech synthesis and automatic driving are difficult to build 、3D High difficulty and high threshold marking items such as point cloud , Many small annotation teams without management ability are unable to undertake .

 

2、 Technology needs to be innovated

AI As a frontier , Huge market potential , Relevant enterprises have a strong understanding of the data Demand and data quality requirements are getting higher and higher , It is impossible to shape the core competitiveness of enterprises through simple manpower stacking , The progressiveness and maturity of service technology have become AI Basic data service enterprises are The decisive factor of market competitiveness .

3、 The management level needs to be improved

at present , Some leading enterprises have established AI Project management platform for data services , Many small teams do not have their own project management platform , This makes it difficult to manage the project efficiently . perfect AI Project management platform for data services , Establish a total quality management and technical personnel training mechanism , It can effectively reduce the management cost , Improve the efficiency of technical personnel , So as to reduce the labor cost .

4、 Data security compliance cannot be guaranteed

Data security compliance has always been the top priority of major enterprises , For example, the security field contains face data 、 Identity information 、 License plate information, etc . In the data acquisition and labeling industry , From the collection of data 、 Annotation of data , And then to data storage and transmission , Every link must ensure data security and compliance .

Jinglianwen Technology AI Training data collection and labeling services and programs

1、 For intelligent driving 、 Intelligent security 、 Smart home 、 Intelligent medical treatment 、 Smart new retail 、 Wisdom Education 、 Smart industry 、 Intelligent Internet 、 Smart Finance 、 Provide data solutions in the top ten fields of intelligent government . Built a national 27 Provinces, cities and municipalities directly under the central government are all over the world 52 Data collection resource networks in countries , It has rich collection channels 、 Scene building ability , Special scene data acquisition capability , It can be designed according to the scheme , For target areas 、 Collect the specific data of the scene ; An advanced data annotation platform is established for data customized annotation service , Support computer vision 、 Speech Engineering 、 Multi type data annotation such as naturallanguageprocessing .

2、 Have the ability to preprocess data with algorithms ; The collection process completely adopts the authorization mechanism ; Have mature and transparent annotations 、 to examine 、 The quality inspection mechanism has the ability to manage and execute on a platform ; With real-time quantitative visualization management system ; Full search with multiple accountability 、 Spot check mechanism ; Have AI Batch detection capability ; Automatically generate team performance and individual performance ; Open the online quality inspection and acceptance channel of Party A ; Support localized deployment and deployment SAAS service .

3、 Self developed data annotation platform , With real-time quantitative visualization management system , Including dataset management 、 project management 、 Personnel management 、 Supply chain management, etc , Have a comprehensive quality inspection process , It can effectively improve the efficiency of human-computer cooperation , Expand capacity , Adjust the marking scheme in time , Manage and control the overdue risk , Accurately control data quality problems ; Establish perfect personnel training for the full-time bid acquisition team 、 The management system , Launch a complete set of AI Industrial talent training solutions , Open theoretical courses respectively 、 Training courses 、 Graduation examination and other training programs , Through the combination of theory and practice, we provide high-quality data acquisition and tagging personnel for the industry .

4、 adopt ISO27001 Information security management system certification and certification ISO9001 Quality management system certification , Sign supplier confidentiality agreement , Formulate and improve the information privacy protection scheme , Set up a working group on data information and privacy protection , Organize the project manager regularly , Quality inspectors and taggers shall be trained and tested for data security and privacy , Ensure data security and compliance , Protect customer data privacy .

About jinglianwen Technology

The products provided by jinglianwen technology are the whole chain AI Data services , From data collection 、 cleaning 、 mark 、 The whole process of arriving at the site 、 "One-stop" work style AI Data services , Assist AI enterprises to solve the corresponding problems of data processing in the whole AI chain .

Jinglianwen technology provides complete voice 、 Images 、 Text 、 video 、 Point cloud's full field data processing capability , Deliver high quality for algorithmic models AI data , It covers intelligent driving 、 Smart city 、 Smart home 、 Smart Finance 、 Wisdom Education 、 Intelligent security 、 Data collection in new retail and other fields 、 Data tagging Services , Build complete AI Data Ecology .