The global demand for Data Collection and Labelling Market is presumed to reach the valuation of nearly USD 12.58 BN by 2028 from USD 1.98 BN in 2022 with a CAGR of 26.03% during the period of 2022-2028.
Data collection and labelling is the process of gathered and measuring on different aspect of interest. Labeled data is a group of samples that have been tagged with one or more labels. Labeling typically takes a set of unlabeled data and enhances each part of that unlabeled data with meaningful tags that are informative.Data labelling is a vital part of data pre-processing for machine learning, in which both input and output data are labelled for classification to provide a learning basis for future data processing.
Market Dynamics
The market is primarily driven by rising adoption of the technology because of benefits such as extracting business insights from socially shared pictures and auto-organizing untagged photo collections. Furthermore, it aids offering enhanced safety features in autonomous vehicles such as terrain detection, wear detection and conditioned monitoring. Machine learning is driven by collection of data has been implanted in various field such as drones and robotics, face identification on social networking websites. In addition to this, this technology is used in safety and security related application, for instance, facial recognition data collection.
The report covers Porter's Five Forces Model, Market Attractiveness Analysis and Value Chain analysis. These tools help to get a clear picture of the industry's structure and evaluate the competition attractiveness at a global level.
Additionally, these tools also give inclusive assessment of each application/product segment in the global market of data collection and labelling.
Market Segmentation
The entire data collection and labelling market has been sub-categorized into type and vertical. The report provides an analysis of these subsets with respect to the geographical segmentation. This research study will keep marketer informed and helps to identify the target demographics for a product or service.
By Type
By Vertical
- IT
- Automotive
- Government
- Healthcare
- BFSI
- Retail & E-Commerce
- Others
Regional Analysis
This section covers regional segmentation which accentuates on current and future demand for data collection and labelling market across North America, Europe, Asia-Pacific, Latin America, and Middle East & Africa. Further, the report focuses on demand for individual application segment across all the prominent regions.
Global Data Collection and Labelling Market Share by Region (Representative Graph)
The research report also covers the comprehensive profiles of the key players in the market and an in-depth view of the competitive landscape worldwide. The major players in the data collection and labelling market include Appen Limited, Reality AI, Globalme Localization Inc., Global Technology Solutions, Alegion, Labelbox, Inc., Dobility, Inc., Scale AI, Inc., Trilldata Technologies Pvt Ltd., Playment Inc. This section includes a holistic view of the competitive landscape that includes various strategic developments such as key mergers & acquisitions, future capacities, partnerships, financial overviews, collaborations, new product developments, new product launches, and other developments.
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