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2025 Data Annotation Tools Industry Trends Report: Long-Term Outlook Through 2034
Data Annotation Tools Market
How Large Will the Data Annotation Tools Market Size By 2025?
The market size of data annotation tools has seen significant expansion in the preceding years. This market is set to expand from a value of $2.33 billion in 2024 to $2.99 billion in 2025, indicating a compound annual growth rate (CAGR) of 28.3%. The meteoric rise during the historical period is attributable to an increased demand for labeled data, a ubiquitous need for premium quality tagged data, regulatory compliance mandates, the advent of self-driving vehicles, a concentrated focus on the precision and quality of data, and the worldwide spread of intelligent farming.
How Big Is the Data Annotation Tools Market Size Expected to Grow by 2029?
The market size of data annotation tools is predicted to experience rapid expansion in the forthcoming years, escalating to $8.92 billion by 2029 with a compound annual growth rate (CAGR) of 31.5%. This growth during the forecast period is accredited to developments in annotation automation technology, the rising utilisation of federated learning, stress on active learning strategies, improved tools for processing 3D data, and the creation of annotation tools for multimodal data. Also, there is a focus on economical annotation methodologies. In the forecast span, there are key trends which encompass a heightened emphasis on computer vision, delegating data annotation services to outsourcing, a shift in preference towards semi-supervised and self-supervised learning, large-scale annotation tasks being allocated to crowdsourcing, and collaboration traits in annotation platforms.
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Which Key Market Drivers Powering Data Annotation Tools Market Expansion and Growth?
The foreseeable growth of the data annotation tools market is attributed to the emergence of big data. Big data symbolizes comprehensive information that generates at a higher velocity and in larger sums. The popularity of big data in data annotation can be traced to the metrics it utilizes in machine learning operations, such as bulk data management, storage, and analysis. A study by the World Economic Forum, an international, non-governmental and lobbyist organization based in Switzerland, estimates that by 2025, a colossal 463 exabytes of data, equivalent to 212.77 million DVDs a day, would be created worldwide. Consequently, the surge in big data will be a significant contributor to the expansion of the data annotation tools market.
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Which Fast-Growing Trends Are Poised to Disrupt the Data Annotation Tools Market?
Prominent corporations in the data annotation tools market are introducing state-of-the-art products like AI-enabled data development platforms aimed at boosting precision, scalability, and effectiveness of data labeling processes. These platforms deploy AI to streamline and enhance the process of gathering, categorizing, tagging and preparing data for machine learning models. For example, US-based software firm Snorkel AI launched Snorkel Flow; an AI data development platform specifically geared towards simplifying the training of data labeling and model development for businesses. The latest Snorkel Flow update provides improved platform assistance for subject matter experts in annotation, evaluation and cooperation. It also debuts an administration feature for the reviewer workflow, designed to enhance the review procedure by increasing triage effectiveness and simplifying the rectification of labeling mistakes.
What Are the Emerging Segments in the Data Annotation Tools Market?
The data annotation tools market covered in this report is segmented -
1) By Type: Text, Image Or Video, Audio
2) By Technology: Supervised, Semi-Supervised, Automatic
3) By Vertical: IT, Automotive, Government, Healthcare, Financial Services, Retail, Other Verticals
Subsegments:
1) By Text: Sentiment Analysis, Named Entity Recognition (NER), Text Classification, Text Summarization
2) By Image Or Video: Image Classification, Object Detection, Image Segmentation, Video Annotation
3) By Audio: Speech Recognition, Audio Classification, Transcription Services, Speaker Identification
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Who Are the Global Leaders in the Data Annotation Tools Market?
Major companies operating in the data annotation tools market are Appen Limited, CloudApp, Cogito Tech LLC, Deep Systems, iMerit Technology Services Pvt. Ltd., Samasource Inc., Lionbridge Technologies Inc., Clickworker GmbH, CloudFactory Limited, Scale Inc., Amazon Web Services Inc., Playment Inc., Labelbox Inc., Neurala Inc., Webtunix AI, Hive CloudApp Inc., TagX, Anolytics, LightTag, Alegion Inc., DefinedCrowd Corporation, Edgecase AI, V7 Labs, Supervisely OÜ, Dataloop AI
Which are the Top Profitable Regional Markets for the Data Annotation Tools Industry?
Asia Pacific was the largest region in the data annotation tools market in 2024. North America is expected to be the fastest-growing region in the data annotation tools market report forecast period. The regions covered in the data annotation tools market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.
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