SELBYVILLE, Del., May 12, 2021 /PRNewswire/ -- Global Market Insights Inc. has recently added a new report on the data annotation tools market which estimates the market valuation for data annotation tools will cross US$ 7 billion by 2027. The steadily growing uptake of data annotation tools by healthcare institutions for medical image labeling and classification of medical literature is likely to drive the industry demand.
The text annotation tools segment will witness a rapid growth rate of over 30% from 2021 to 2027 as textual data labeling becomes increasingly crucial for developing document classification algorithms and performing sentiment analysis. Textual data annotation is also gaining importance in social media text mining as federal agencies and national security authorities monitor the behavior of citizens for potential terrorist threats. Using deep learning neural networks integrated with text annotation solutions, security agencies can monitor potential threat topics and objectional material mentioned in social media handles.
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The manual data annotation tools segment held a substantial market share in 2020 due to the better quality of labeled data compared to automated data labeling. Manual data labeling is performed by highly skilled professionals with strong expertise in the nature and content of data. Human annotators can detect and handle even the smallest of discrepancies in the input data, which are prone to be missed by automated data labeling tools.
The agriculture segment is anticipated to register exponential growth over the forecast period due to the increasing proliferation of artificial intelligence in precision agriculture. Data labeling solutions enable enterprises to develop computer vision models, which are used for a variety of agricultural end-uses such as livestock monitoring, crop monitoring, pest & disease control, soil quality assessment, and crop harvesting.
Europe is set to witness a lucrative growth rate of nearly 30% by 2027 due to the extensive adoption of AI technologies by European business corporations. The region has a mature AI industry with several countries including Germany, the Netherlands, and the Nordics being regional leaders in the implementation of machine learning applications. The European Commission has also prioritized the importance of machine learning in improving the digital economy of the region with an allocated budget of over USD 775 million for AI-related projects in its Horizon 2020 digital strategy.
Companies operating in the data annotation tools industry are focusing on various business growth strategies including investments in new data labeling solutions, strengthening partner network, and geographical expansion. Through such strategic moves, companies are trying to gain a broader market share and maintain their leadership in the market. For instance, in January 2020, IBM launched a cloud annotation tool to automate image labeling processes with the help of AI applications. The tool helps developers to annotate data without manual inputs and for easy data labeling.
Some major findings of the Data Annotation Tools market report include:
- The growing importance of accurately labeled textual data to develop novel technologies, such as natural language generation, text-to-speech, and voice recognition, will create a positive outlook for the data annotation tools market.
- Data scientists are reaping the benefits of automated data labeling tools, which will facilitate quick & accurate labeling of large-scale datasets including support for big data and Hadoop platforms.
- Some of the leading market players are Amazon Web Services, Inc., Clickworker GmbH, CloudApp, Inc., Google LLC, and IBM Corporation.
- Data annotation tool providers are focusing on strategic collaborations and long-term contracts with clients to gain market share.
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Partial chapters of report table of contents (TOC):
Chapter 3 Data Annotation Tools Industry Insights
3.2 Industry segmentation
3.3 Impact of COVID-19 outbreak
3.3.1 Global outlook
3.3.2 By region
18.104.22.168 North America
22.214.171.124 North America
126.96.36.199 Asia Pacific
188.8.131.52 Latin America
184.108.40.206 Middle East & Africa
3.3.3 Industry value chain
220.127.116.11 Data annoation technology providers
18.104.22.168 Marketing and distribution channels
3.3.4 Compeitive landscape
22.214.171.124 Distribution network
126.96.36.199 Business growth
3.4 Evolution of data annotation tools
3.5 Data annotation tools industry architecture
3.6 Data annotation tools industry ecosystem analysis
3.6.1 Data annotation software vendors
3.6.2 Cloud service providers
3.6.3 Distributors and resellers
3.6.4 Third party service providers
3.7 Investment portfolio
3.8 Patent analysis
3.9 Technology & innovation landscape
3.9.1 Pseudo labelling
3.9.2 Online content moderation
3.10 Regulatory landscape
3.10.1 North America
188.8.131.52 NIST Special Publication 800-144 - Guidelines on Security and Privacy in Public Cloud Computing (U
184.108.40.206 Health Insurance Portability and Accountability Act (HIPAA) of 1996 (U
220.127.116.11 Personal Information Protection and Electronic Documents Act [(PIPEDA) Canada]
18.104.22.168 General Data Protection Regulation (EU)
22.214.171.124 German Privacy Act (Bundesdatenschutzgesetz- BDSG)
126.96.36.199 Information Security Technology- Personal Information Security Specification GB/T 35273-2017 ( China)
188.8.131.52 Secure India National Digital Communications Policy 2018 - Draft ( India)
3.10.4 Latin America
184.108.40.206 National Directorate of Personal Data Protection ( Argentina)
220.127.116.11 The Brazilian General Data Protection Law (LGPD)
18.104.22.168 Law No. 13 of 2016 on protecting personal data ( Qatar)
22.214.171.124 Federal Law No. 2 of 2019 on the use of ICT in Healthcare (UAE)
3.11 Industry impact forces
3.11.1 Growth drivers
126.96.36.199 Rising demand for annotated data to improve machine learning models
188.8.131.52 Increasing investments in the development of autonomous driving technologies
184.108.40.206 Growing adoption of data annotation for medical imaging data
220.127.116.11 Surging uptake of text annotation for document classification
3.11.2 Industry pitfalls & challenges
18.104.22.168 Inaccurate data labelling due to poor content quality
22.214.171.124 Lack of skilled professionals
126.96.36.199 High costs associated with manual data annotation
3.12 Growth potential analysis
3.13 Porter's analysis
3.14 PESTEL analysis
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data-annotation-tools-market-size.jpg Data Annotation Tools Market size worth over $7 Bn by 2027 Data Annotation Tools Market size is set to surpass USD 7 billion by 2027, according to a new research report by Global Market Insights, Inc.
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SOURCE Global Market Insights Inc.