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Image Tagging & Annotation Services Market

Image Tagging & Annotation Services Market (Type: Image Classification, Object Recognition/Detection, Boundary Recognition, and Segmentation; and End User: Automotive, Retail & eCommerce, BFSI, Government & Security, Healthcare, Information Technology, Transportation & Logistics, Food & Beverages, and Others) – Global Industry Analysis, Size, Share, Growth, Trends, and Forecast, 2020-2030

Website Tagging Gains Prominence to Handle Critical COVID-19 Information Dissemination

In order to increase the online visibility of important COVID-19 information, Federal Chief Information officers in the U.S. are being directed to incorporate a new set of vocabulary for tagging websites. This is evident since, along with the U.S., countries such as Russia, Brazil, France, and India are under the scanner for a second wave of coronavirus. Thus, companies in the image tagging & annotation services market are capitalizing on this opportunity to collaborate with healthcare, government, and other organizations that are actively involved in increasing awareness about COVID-19 preventive measures.

Information about disease spread statistics and projection visualization is becoming important for government organizations to devise strategies for containing the spread of the infection. Companies in the image tagging & annotation services market are targeting information outlets that create enhanced knowledge graphs to handle critical COVID-19 information.

Deep Learning Techniques Help Resolve Issues of Limited Concept Representation

The advent of mobile devices and media cloud services has led to the burgeoning growth of the image tagging & annotation services market. While significant progresses have been made in the past decade, issues such as limited concept representation, owing to handcrafted features revolve around image tagging. Hence, companies in the image tagging & annotation services market should acquire proficiency in deep learning techniques to overcome drawbacks of handcrafted features in image tagging.

Deep learning techniques refer to a class of machine learning (ML) techniques where several layers of information processing stages in hierarchical architectures are classified. On the other hand, AI (Artificial Intelligence)-powered image tagging is gaining strong market grounds for business-critical applications.

AI and ML Technologies Deploy High-quality Visualization for Image Annotation

The proliferation of AI in annotation services is helping to bolster market growth. As such, the image tagging & annotation services market is predicted to advance at an astonishing CAGR of ~17% during the forecast years. ISHIR— an offshore software development outsourcing company based out of India and Dallas, is increasing its portfolio in AI annotation and data labelling services. With the help of high quality data sets, companies in the image tagging & annotation services market are setting their collaboration wheels in motion to partner with AI and ML clients to advance in the annotation service technology.

Software companies are increasing efforts to supply the best quality text annotation worksheets for ML and AI-backed model developments. This enables high-quality visualization for end users. Companies are increasing their R&D capabilities in 2D bounding boxes, cuboid, and semantic segmentation services.

Image Annotation Holds Promising Potentials in Early Detection of Diseases

Investments in the computer vision technology are increasing each year. Computer vision is among the fastest growing application in artificial intelligence. Thus, companies in the image tagging & annotation services market are capitalizing on this trend to tap value-grab opportunities in healthcare, transportation, and agriculture industries. Image annotation is acquiring prominence in various end markets. High quality data sets are being used to train a machine to recognize target features such as a benign polyp in a medical image.

Healthcare AI patent applications are on the rise, indicating high rates of investment in technology. Hence, companies in the image tagging & annotation services market are gaining strong business holds in the healthcare industry where data is plentiful in the deployment of AI technologies.

Analysts’ Viewpoint

Human medical image annotators are gaining popularity for providing lung segmentations and bounding boxes that help to improve COVID-19 patient outcomes. The image auto tagging technology is gaining prominence in the assignment of relevant tags to a vast collection of images. The image tagging & annotation services market is expected to surpass the valuation of US$ 1.5 Bn by 2030. However, managing a large workforce that annotates a vast collection of images and videos is also a challenge in itself for data annotation companies. Hence, companies should provide their employees with high-quality training data to ensure quality annotations for large volumes of images and videos. The concept of precision agriculture is also growing popular in the domain of image annotation.

Image Tagging & Annotation Services Market: Overview

  • According to the latest research report on the global image tagging & annotation services market published by Transparency Market Research, for the historical period 2018–2019 and the forecast period 2020–2030, increasing adoption of smart machines among end users is expected to boost the global image tagging & annotation services market during the forecast period. Increasing application of AI in healthcare generates demand for healthcare training data for AI applications, which has propelled the demand for image tagging & annotation services across the globe.
  • In terms of revenue, the global image tagging & annotation services market is estimated to cross value of US$ 1.5 Bn by 2030, expanding at a CAGR of ~17% during the forecast period

Increasing Adoption of Image Tagging & Annotation Services Among End Users: A Key Driver

  • Globally, the image tagging & annotation services market is primarily driven by increasing adoption of image tagging & annotation services by artificial intelligence and machine learning companies. End users in developing countries are increasingly engaging in digitization efforts within organizations and are rapidly deploying image tagging & annotation tools to accurately label vast volumes of AI training data.
  • For instance, image tagging & annotation tools enable automotive manufacturers in developing smart applications for connected and autonomous vehicles (CAVs), autonomous vehicles (AVs), full self-driving cars or driverless cars, or robo-cars. Hence, image tagging & annotation service providers are focusing on designing and developing specified techniques to facilitate the automation of 2D and 3D annotation for image data.
  • In June 2019, Uber Technologies Inc. acquired Mighty AI, a computer vision company to enhance its technology for self-driving cars and autonomous taxis
  • Thus, rise in investment by end users and increase in government initiatives supporting digitalization are driving the image tagging & annotation services market globally
  • The image tagging & annotation services market is still in its early phase. Several barriers need to be overcome before AI and machine learning become mainstream among end users. Growth of the image tagging & annotation services market is expected to be affected during the forecast period due to inaccuracy in the quality of images labeled and shortage of skilled professionals.

Increase in Investments for Image Tagging & Annotation Services

  • Applications of AI in healthcare is expanding into many subfields such as treatment predictions, diagnostic automation, gene sequencing, and drug development that will generate demand for healthcare training data sets, which is expected to indirectly generate demand for image tagging & annotation services
  • Image annotation services in healthcare is the process of labeling medical imaging data such as ultrasound, MRI, and CT scan for machine learning training. Hence, image tagging & annotation vendors are launching new services to meet expectations of customers. For instance, in November 2019, Cogito Tech LLC launched manual data labeling services for dentistry-based images. Additionally, it also hired experienced medical professionals to precisely label thousands of dental imaging datasets.

Image Tagging & Annotation Services Market: Competition Landscape

  • Detailed profiles of providers of image tagging & annotation services have been provided in the report to evaluate their financials, key product offerings, recent developments, and strategies
  • Key players operating in the global image tagging & annotation services market are
    • ADEC Innovations
    • CapeStart Inc.
    • Cisio Consulting Private Limited
    • clickworker GmbH
    • General Blockchain, Inc.
    • Innovary Technologies
    • ISHIR
    • Lionbridge Technologies, Inc.
    • Qualitas Global Services B.V
    • SunTec Web Services Pvt. Ltd.
    • Vee Technologies
    • Webtunix AI.
    • Zen3 Infosolutions Private Limited
    • Anolytics,
    • Bridged Internet Inc.
    • BUNCH
    • KILI TECHNOLOGY SAS
    • Kognitive Emerging Software Services
    • ScaleOps Artificial Intelligence Pvt. Ltd.

Image Tagging & Annotation Services Market: Key Developments

  • Key providers of image tagging & annotation services, such as General Blockchain, Inc., Zen3 Infosolutions Private Limited, Appen Limited, CloudFactory Limited, and ADEC Innovations are focusing on the development of cost-effective image tagging & annotation services to attract more customers
  • Additionally, players active in providing image tagging & annotation services are focusing on inorganic growth strategies such as strategic collaborations and mergers & acquisitions activities with technology partners to improve their offerings and market reach in the image tagging & annotation services market
  • Some other key developments in the global image tagging & annotation services market are highlighted below:
  • In March 2020, Adaptive Vision Sp. z o.o. acquired Zillin.io, a dataset annotation platform to enhance its deep learning image processing offering
  • In April 2019, Appen Limited acquired Figure Eight, a provider of high-quality annotated training data to increase its share in the image tagging & annotation services market
  • In June 2019, Fritz Labs Incorporated, a mobile-based machine learning platform provider, introduced image labeling tools to identify skin diseases by analyzing the images of patients
  • In December 2018, Ouster, a leading manufacturer of high-resolution Lidar sensors collaborated with Playment Inc. and Scale. AI, data labelling, and image tagging & annotation service providing companies to implement deep learning models in self-driving vehicles.
  • In the global image tagging & annotation services market report, we have discussed individual strategies, followed by company profiles of providers of image tagging & annotation services. The ‘Competition Landscape’ section has been included in the report to provide readers with a dashboard view and company market share analysis of key players operating in the global image tagging & annotation services market.

Image Tagging & Annotation Services Market – Segmentation

TMR’s research study assesses the image tagging & annotation services market on the basis of type, end user, and region. The report presents extensive market dynamics and progressive trends associated with different segments, and how they influence the growth prospects of the image tagging & annotation services market.

Type
  • Image Classification
  • Object Recognition/ Detection
  • Boundary Recognition
  • Segmentation

End User
  • Automotive
  • Retail & eCommerce
  • BFSI
  • Government & Security
  • Healthcare
  • Information Technology
  • Transportation & Logistics
  • Food & Beverages
  • Others

Region
  • North America
  • Europe
  • Asia Pacific
  • Middle East & Africa
  • South America

    1. Preface

        1.1. Market Introduction

        1.2. Market Segmentation

        1.3. Key Research Objectives

    2. Assumptions and Research Methodology

        2.1. Research Methodology

            2.1.1. List of Primary and Secondary Sources

        2.2. Key Assumptions for Data Modelling

    3. Executive Summary - Global Image Tagging & Annotation Services Market

    4. Market Overview

        4.1. Market Definition

        4.2. Market Factor Analysis

            4.2.1. Forecast Factors

            4.2.2. Ecosystem Analysis

            4.2.3. Market Dynamics (Growth Influencers)

                4.2.3.1. Drivers

                4.2.3.2. Restraints

                4.2.3.3. Opportunities

                4.2.3.4. Impact Analysis of Drivers and Restraints

        4.3. COVID-19 Impact Analysis

            4.3.1. Impact Analysis of COVID-19 on the Image Tagging & Annotation Services Market

            4.3.2. End-user Sentiment Analysis: Comparative Analysis on Spending

                4.3.2.1. Increase in Spending

                4.3.2.2. Decrease in Spending

            4.3.3. Short Term and Long Term Impact on the Market

            4.3.4. Recovery Period (3 Months/6 Months/12 Months)

        4.4. Analysis of Image Tagging & Annotation Services, by Technique

            4.4.1. Bounding Box

            4.4.2. Land Marking

            4.4.3. Masking

            4.4.4. Polygon

            4.4.5. Polyline

            4.4.6. Tracking

            4.4.7. Transcription

        4.5. Market Opportunity Assessment – by Region (North America/ Europe/ Asia Pacific/ Middle East & Africa/ South America)

            4.5.1. By Type

            4.5.2. By End-user

        4.6. Market Outlook

    5. Global Image Tagging & Annotation Services Market Analysis and Forecast

        5.1. Market Revenue Analysis (US$ Mn), 2015-2030

            5.1.1. Historic Growth Trends, 2015-2019

            5.1.2. Forecast Trends, 2020-2030

        5.2. Pricing Model Analysis

    6. Global Image Tagging & Annotation Services Market Analysis, by Type

        6.1. Overview and Definitions

        6.2. Key Segment Analysis

        6.3. Image Tagging & Annotation Services Market Size (US$ Mn) Forecast, by Type, 2018 - 2030

            6.3.1. Image Classification

            6.3.2. Object Recognition/ Detection

            6.3.3. Boundary Recognition

            6.3.4. Segmentation

    7. Global Image Tagging & Annotation Services Market Analysis, by End-user

        7.1. Overview

        7.2. Key Segment Analysis

        7.3. Image Tagging & Annotation Services Market Size (US$ Mn) Forecast, by End-user, 2018 - 2030

            7.3.1. Automotive

            7.3.2. Retail & E-commerce

            7.3.3. BFSI

            7.3.4. Government & Security

            7.3.5. Healthcare

            7.3.6. Information Technology

            7.3.7. Transportation & Logistics

            7.3.8. Food & Beverages

            7.3.9. Others

    8. Global Image Tagging & Annotation Services Market Analysis and Forecast, by Region

        8.1. Key Findings

        8.2. Image Tagging & Annotation Services Market Size (US$ Mn) Forecast, by Region, 2018 - 2030

            8.2.1. North America

            8.2.2. Europe

            8.2.3. Asia Pacific

            8.2.4. Middle East & Africa

            8.2.5. South America

    9. North America Image Tagging & Annotation Services Market Analysis

        9.1. Regional Outlook

        9.2. Image Tagging & Annotation Services Market Size (US$ Mn) Analysis and Forecast (2018 - 2030)

            9.2.1. By Type

            9.2.2. By End-user

        9.3. Image Tagging & Annotation Services Market Size (US$ Mn) Forecast, by Country, 2018 - 2030

            9.3.1. U.S.

            9.3.2. Canada

            9.3.3. Mexico

        9.4. Image Tagging & Annotation Services Market Absolute $ Opportunity Analysis, by Country

            9.4.1. U.S.

            9.4.2. Canada

            9.4.3. Mexico

    10. Europe Image Tagging & Annotation Services Market Analysis and Forecast

        10.1. Regional Outlook

        10.2. Image Tagging & Annotation Services Market Size (US$ Mn) Analysis and Forecast (2018 - 2030)

            10.2.1. By Type

            10.2.2. By End-user

        10.3. Image Tagging & Annotation Services Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2030

            10.3.1. Germany

            10.3.2. U.K.

            10.3.3. France

            10.3.4. Italy

            10.3.5. Spain

            10.3.6. Rest of Europe

        10.4. Image Tagging & Annotation Services Market Absolute $ Opportunity Analysis, by Country & Sub-region

            10.4.1. Germany

            10.4.2. U.K.

            10.4.3. France

            10.4.4. Italy

            10.4.5. Spain

            10.4.6. Rest of Europe

    11. APAC Image Tagging & Annotation Services Market Analysis and Forecast

        11.1. Regional Outlook

        11.2. Image Tagging & Annotation Services Market Size (US$ Mn) Analysis and Forecast (2018 - 2030)

            11.2.1. By Type

            11.2.2. By End-user

        11.3. Image Tagging & Annotation Services Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2030

            11.3.1. China

            11.3.2. India

            11.3.3. Japan

            11.3.4. ASEAN

            11.3.5. Rest of Asia Pacific

        11.4. Image Tagging & Annotation Services Market Absolute $ Opportunity Analysis, by Country & Sub-region

            11.4.1. China

            11.4.2. India

            11.4.3. Japan

            11.4.4. ASEAN

            11.4.5. Rest of Asia Pacific

    12. Middle East & Africa (MEA) Image Tagging & Annotation Services Market Analysis and Forecast

        12.1. Regional Outlook

        12.2. Image Tagging & Annotation Services Market Size (US$ Mn) Analysis and Forecast (2018 - 2030)

            12.2.1. By Type

            12.2.2. By End-user

        12.3. Image Tagging & Annotation Services Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2030

            12.3.1. Saudi Arabia

            12.3.2. The United Arab Emirates

            12.3.3. South Africa

            12.3.4. Rest of Middle East & Africa (MEA)

        12.4. Image Tagging & Annotation Services Market Absolute $ Opportunity Analysis, by Country & Sub-region

            12.4.1. Saudi Arabia

            12.4.2. The United Arab Emirates

            12.4.3. South Africa

            12.4.4. Rest of Middle East & Africa (MEA)

    13. South America Image Tagging & Annotation Services Market Analysis and Forecast

        13.1. Regional Outlook

        13.2. Image Tagging & Annotation Services Market Size (US$ Mn) Analysis and Forecast (2018 - 2030)

            13.2.1. By Type

            13.2.2. By End-user

        13.3. Image Tagging & Annotation Services Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2030

            13.3.1. Brazil

            13.3.2. Argentina

            13.3.3. Rest of South America

        13.4. Image Tagging & Annotation Services Market Absolute $ Opportunity Analysis, by Country & Sub-region

            13.4.1. Brazil

            13.4.2. Argentina

            13.4.3. Rest of South America

    14. Competition Landscape

        14.1. Market Competition Matrix, by Leading Players

        14.2. Market Revenue Share Analysis (%), by Leading Players (2019)

    15. Company Profiles

        15.1. ADEC Innovations

            15.1.1. Business Overview

            15.1.2. Product Portfolio

            15.1.3. Geographical Footprint

            15.1.4. Revenue and Strategy

        15.2.  Anolytics

            15.2.1. Business Overview

            15.2.2. Product Portfolio

            15.2.3. Geographical Footprint

            15.2.4. Revenue and Strategy

        15.3. Bridged Internet Inc.

            15.3.1. Business Overview

            15.3.2. Product Portfolio

            15.3.3. Geographical Footprint

            15.3.4. Revenue and Strategy

        15.4. BUNCH

            15.4.1. Business Overview

            15.4.2. Product Portfolio

            15.4.3. Geographical Footprint

            15.4.4. Revenue and Strategy

        15.5. CapeStart Inc.

            15.5.1. Business Overview

            15.5.2. Product Portfolio

            15.5.3. Geographical Footprint

            15.5.4. Revenue and Strategy

        15.6. Cisio Consulting Private Limited

            15.6.1. Business Overview

            15.6.2. Product Portfolio

            15.6.3. Geographical Footprint

            15.6.4. Revenue and Strategy

        15.7. clickworker GmbH

            15.7.1. Business Overview

            15.7.2. Product Portfolio

            15.7.3. Geographical Footprint

            15.7.4. Revenue and Strategy

        15.8. General Blockchain, Inc.

            15.8.1. Business Overview

            15.8.2. Product Portfolio

            15.8.3. Geographical Footprint

            15.8.4. Revenue and Strategy

        15.9. Innovary Technologies

            15.9.1. Business Overview

            15.9.2. Product Portfolio

            15.9.3. Geographical Footprint

            15.9.4. Revenue and Strategy

        15.10. ISHIR

            15.10.1. Business Overview

            15.10.2. Product Portfolio

            15.10.3. Geographical Footprint

            15.10.4. Revenue and Strategy

        15.11. KILI TECHNOLOGY SAS

            15.11.1. Business Overview

            15.11.2. Product Portfolio

            15.11.3. Geographical Footprint

            15.11.4. Revenue and Strategy

        15.12. Kognitive Emerging Software Services

            15.12.1. Business Overview

            15.12.2. Product Portfolio

            15.12.3. Geographical Footprint

            15.12.4. Revenue and Strategy

        15.13. Lionbridge Technologies, Inc.

            15.13.1. Business Overview

            15.13.2. Product Portfolio

            15.13.3. Geographical Footprint

            15.13.4. Revenue and Strategy

        15.14. Qualitas Global Services B.V.

            15.14.1. Business Overview

            15.14.2. Product Portfolio

            15.14.3. Geographical Footprint

            15.14.4. Revenue and Strategy

        15.15. ScaleOps Artificial Intelligence Pvt Ltd.

            15.15.1. Business Overview

            15.15.2. Product Portfolio

            15.15.3. Geographical Footprint

            15.15.4. Revenue and Strategy

        15.16. SunTec Web Services Pvt. Ltd.

            15.16.1. Business Overview

            15.16.2. Product Portfolio

            15.16.3. Geographical Footprint

            15.16.4. Revenue and Strategy

        15.17. Vee Technologies

            15.17.1. Business Overview

            15.17.2. Product Portfolio

            15.17.3. Geographical Footprint

            15.17.4. Revenue and Strategy

        15.18. Webtunix AI.

            15.18.1. Business Overview

            15.18.2. Product Portfolio

            15.18.3. Geographical Footprint

            15.18.4. Revenue and Strategy

        15.19. Zen3 Infosolutions Private Limited

            15.19.1. Business Overview

            15.19.2. Product Portfolio

            15.19.3. Geographical Footprint

            15.19.4. Revenue and Strategy

        16. Key Takeaways

    List of Tables

    Table 1:Global Image Tagging & Annotation Services Market Revenue Analysis, by Country, 2018 - 2030 (US$ Mn)

    Table 2:Global Image Tagging & Annotation Services Market Revenue Analysis, by Country, 2018 - 2030 (US$ Mn)

    Table 3:Global Image Tagging & Annotation Services Market Revenue Analysis, by Country, 2018 - 2030 (US$ Mn)

    Table 4:Global Image Tagging & Annotation Services Market Revenue Analysis, by Country, 2018 - 2030 (US$ Mn)

    Table 5:Global Image Tagging & Annotation Services Market Revenue Analysis, by Country, 2018 - 2030 (US$ Mn)

    Table 6:Impact Analysis of Drivers and Restraint

    Table 7:Pricing Analysis of Image Tagging & Annotation Services

    Table 8:Global Image Tagging & Annotation Services Market Value (US$ Mn) Forecast, by Type, 2018 - 2030

    Table 9:Global Image Tagging & Annotation Services Market Value (US$ Mn) Forecast, by End-user, 2018 - 2030

    Table 10:Global Image Tagging & Annotation Services Market Value (US$ Mn) Forecast, by Region, 2018 - 2030

    Table 11:North America Image Tagging & Annotation Services Market Value (US$ Mn) Forecast, by Type, 2018 - 2030

    Table 12:North America Image Tagging & Annotation Services Market Value (US$ Mn) Forecast, by End-user, 2018 - 2030

    Table 13:North America Image Tagging & Annotation Services Market Value (US$ Mn) Forecast, by Country, 2018 - 2030

    Table 14:The U.S. Image Tagging & Annotation Services Revenue CAGR Breakdown (%), by Growth Term

    Table 15:Canada Image Tagging & Annotation Services Revenue CAGR Breakdown (%), by Growth Term

    Table 16:Mexico Image Tagging & Annotation Services Revenue CAGR Breakdown (%), by Growth Term

    Table 17:Europe Image Tagging & Annotation Services Market Value (US$ Mn) Forecast, by Type, 2018 - 2030

    Table 18:Europe Image Tagging & Annotation Services Market Value (US$ Mn) Forecast, by End-user, 2018 - 2030

    Table 19:Europe Image Tagging & Annotation Services Market Value (US$ Mn) Forecast, by Country, 2018 - 2030

    Table 20:Germany Image Tagging & Annotation Services Revenue CAGR Breakdown (%), by Growth Term

    Table 21:U.K. Image Tagging & Annotation Services Revenue CAGR Breakdown (%), by Growth Term

    Table 22:France Image Tagging & Annotation Services Revenue CAGR Breakdown (%), by Growth Term

    Table 23:Italy Image Tagging & Annotation Services Revenue CAGR Breakdown (%), by Growth Term

    Table 24:Spain Image Tagging & Annotation Services Revenue CAGR Breakdown (%), by Growth Term

    Table 25:Asia Pacific Image Tagging & Annotation Services Market Value (US$ Mn) Forecast, by Type, 2018 - 2030

    Table 26:Asia Pacific Image Tagging & Annotation Services Market Value (US$ Mn) Forecast, by End-user, 2018 - 2030

    Table 27:Asia Pacific Image Tagging & Annotation Services Market Value (US$ Mn) Forecast, by Country, 2018 - 2030

    Table 28:China Image Tagging & Annotation Services Revenue CAGR Breakdown (%), by Growth Term

    Table 29:India  Image Tagging & Annotation Services Revenue CAGR Breakdown (%), by Growth Term

    Table 30:Japan Image Tagging & Annotation Services Revenue CAGR Breakdown (%), by Growth Term

    Table 31:ASEAN Image Tagging & Annotation Services Revenue CAGR Breakdown (%), by Growth Term

    Table 32:Middle East & Africa Image Tagging & Annotation Services Market Value (US$ Mn) Forecast, by Type, 2018 - 2030

    Table 33:Middle East & Africa Image Tagging & Annotation Services Market Value (US$ Mn) Forecast, by End-user, 2018 - 2030

    Table 34:Middle East & Africa Image Tagging & Annotation Services Market Value (US$ Mn) Forecast, by Country, 2018 - 2030

    Table 35:Saudi Arabia  Image Tagging & Annotation Services Revenue CAGR Breakdown (%), by Growth Term

    Table 36:UAE Image Tagging & Annotation Services Revenue CAGR Breakdown (%), by Growth Term

    Table 37:South Africa Image Tagging & Annotation Services Revenue CAGR Breakdown (%), by Growth Term

    Table 38:South America Image Tagging & Annotation Services Market Value (US$ Mn) Forecast, by Type, 2018 - 2030

    Table 39:South America Image Tagging & Annotation Services Market Value (US$ Mn) Forecast, by End-user, 2018 - 2030

    Table 40:South America Image Tagging & Annotation Services Market Value (US$ Mn) Forecast, by Country, 2018 - 2030

    Table 41:Brazil Image Tagging & Annotation Services Revenue CAGR Breakdown (%), by Growth Term

    Table 42:Argentina Image Tagging & Annotation Services Revenue CAGR Breakdown (%), by Growth Term

    Table 43:ADEC Innovations - Product Portfolio

    Table 44:Anolytics - Product Portfolio

    Table 45:Bridged Internet Inc. Product Portfolio

    Table 46:BUNCH - Product Portfolio

    Table 47:CapeStart, Inc. - Technologies

    Table 48:Cisio Consulting Private Limited - Product Portfolio

    Table 49:clickworker GmbH - Product Portfolio

    Table 50:General Blockchain, Inc. - Product Portfolio

    Table 51:Innovary Technologies, LLC Product Portfolio

    Table 52:ISHIR Product Portfolio

    Table 53:KILI TECHNOLOGY SAS Product Portfolio

    Table 54:Kognitive Emerging Software Services Product Portfolio

    Table 55:Lionbridge Technologies, Inc. - Product Portfolio

    Table 56:Qualitas Global Services B.V. - Product Portfolio

    Table 57:ScaleOps Artificial Intelligence Pvt. Ltd. - Product Portfolio

    Table 58:SunTec Web Services Pvt. Ltd. - Product Portfolio

    Table 59:Vee Technologies, Inc. - Product Portfolio

    Table 60:Webtunix AI - Product Portfolio

    Table 61:Zen3 Infosolutions Private Limited - Product Portfolio

    List of Figures

    Figure 1: Global Image Tagging & Annotation Services Market Size (US$ Mn) Forecast, 2018 – 2030

    Figure 2: Global Image Tagging & Annotation Services Market Revenue (US$ Mn) Opportunity Assessment, by Region, 2020E

    Figure 3: Top Segment Analysis of Image Tagging & Annotation Services Market

    Figure 4: Global Image Tagging & Annotation Services Market Revenue (US$ Mn) Opportunity Assessment, by Region, 2030F

    Figure 5: Global Image Tagging & Annotation Services Market Attractiveness Assessment, by Type

    Figure 6: Global Image Tagging & Annotation Services Market Relative Attractiveness Assessment, by Type

    Figure 7: Global Image Tagging & Annotation Services Market Attractiveness Assessment, by End-user

    Figure 8: Global Image Tagging & Annotation Services Market Relative Attractiveness Assessment, by End-user

    Figure 9: Global Image Tagging & Annotation Services Market Attractiveness Assessment, by Region

    Figure 10: Global Image Tagging & Annotation Services Market Relative Attractiveness Assessment, by Region

    Figure 11: Global Image Tagging & Annotation Services Market, by Type, CAGR (%) (2020 – 2030)

    Figure 12: Global Image Tagging & Annotation Services Market, by Region, CAGR (%) (2020 – 2030)

    Figure 13: Global Image Tagging & Annotation Services Market, by End-user, CAGR (%) (2020 – 2030)

    Figure 14: Global Image Tagging & Annotation Services Market Revenue (US$ Mn) Historic Trends, 2015 – 2019

    Figure 15: Global Image Tagging & Annotation Services Market Revenue Opportunity (US$ Mn) Historic Trends, 2015 - 2019

    Figure 16: Global Image Tagging & Annotation Services Market Y-o-Y Growth (Revenue %) Forecast, 2020 – 2030

    Figure 17: Global Image Tagging & Annotation Services Market Revenue Opportunity (US$ Mn) Forecast, 2020 - 2030

    Figure 18: Global Image Tagging & Annotation Services Market Value Share Analysis, by Type, 2020

    Figure 19: Global Image Tagging & Annotation Services Market Value Share Analysis, by Type, 2030

    Figure 20: Global Image Tagging & Annotation Services Market Value Share Analysis, by End-user, 2020

    Figure 21: Global Image Tagging & Annotation Services Market Value Share Analysis, by End-user, 2030

    Figure 22: Global Image Tagging & Annotation Services Market Value Share Analysis, by Region, 2020

    Figure 23: Global Image Tagging & Annotation Services Market Value Share Analysis, by Region, 2030

    Figure 24: North America Image Tagging & Annotation Services Market Value Share Analysis, by Type, 2020

    Figure 25: North America Image Tagging & Annotation Services Market Value Share Analysis, by Type, 2030

    Figure 26: North America Image Tagging & Annotation Services Market Value Share Analysis, by End-user, 2020

    Figure 27: North America Image Tagging & Annotation Services Market Value Share Analysis, by End-user, 2030

    Figure 28: North America Image Tagging & Annotation Services Market Value Share Analysis, by Country, 2020

    Figure 29: North America Image Tagging & Annotation Services Market Value Share Analysis, by Country, 2030

    Figure 30: U.S. Image Tagging & Annotation Services Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 – 2030

    Figure 31: Canada Image Tagging & Annotation Services Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 – 2030

    Figure 32: Mexico Image Tagging & Annotation Services Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 – 2030

    Figure 33: Europe Image Tagging & Annotation Services Market Value Share Analysis, by Type, 2020

    Figure 34: Europe Image Tagging & Annotation Services Market Value Share Analysis, by Type, 2030

    Figure 35: Europe Image Tagging & Annotation Services Market Value Share Analysis, by End-user, 2020

    Figure 36: Europe Image Tagging & Annotation Services Market Value Share Analysis, by End-user, 2030

    Figure 37: Europe Image Tagging & Annotation Services Market Value Share Analysis, by Country, 2020

    Figure 38: Europe Image Tagging & Annotation Services Market Value Share Analysis, by Country, 2030

    Figure 39: Germany Image Tagging & Annotation Services Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 – 2030

    Figure 40: U.K. Image Tagging & Annotation Services Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 – 2030

    Figure 41: France Image Tagging & Annotation Services Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 – 2030

    Figure 42: Italy Image Tagging & Annotation Services Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 – 2030

    Figure 43: Spain Image Tagging & Annotation Services Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 – 2030

    Figure 44: Asia Pacific Image Tagging & Annotation Services Market Value Share Analysis, by Type, 2020

    Figure 45: Asia Pacific Image Tagging & Annotation Services Market Value Share Analysis, by Type, 2030

    Figure 46: Asia Pacific Image Tagging & Annotation Services Market Value Share Analysis, by End-user, 2020

    Figure 47: Asia Pacific Image Tagging & Annotation Services Market Value Share Analysis, by End-user, 2030

    Figure 48: Asia Pacific Image Tagging & Annotation Services Market Value Share Analysis, by Country, 2020

    Figure 49: Asia Pacific Image Tagging & Annotation Services Market Value Share Analysis, by Country, 2030

    Figure 50: China Image Tagging & Annotation Services Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 – 2030

    Figure 51: India Image Tagging & Annotation Services Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 – 2030

    Figure 52: Japan Image Tagging & Annotation Services Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 – 2030

    Figure 53: ASEAN Image Tagging & Annotation Services Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 – 2030

    Figure 54: Middle East & Africa Image Tagging & Annotation Services Market Value Share Analysis, by Type, 2020

    Figure 55: Middle East & Africa Image Tagging & Annotation Services Market Value Share Analysis, by Type, 2030

    Figure 56: Middle East & Africa Image Tagging & Annotation Services Market Value Share Analysis, by End-user, 2020

    Figure 57: Middle East & Africa Image Tagging & Annotation Services Market Value Share Analysis, by End-user, 2030

    Figure 58: Middle East & Africa Image Tagging & Annotation Services Market Value Share Analysis, by Country, 2020

    Figure 59: Middle East & Africa Image Tagging & Annotation Services Market Value Share Analysis, by Country, 2030

    Figure 60: Saudi Arabia Image Tagging & Annotation Services Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 – 2030

    Figure 61: UAE Image Tagging & Annotation Services Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 – 2030

    Figure 62: South Africa Image Tagging & Annotation Services Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 – 2030

    Figure 63: South America Image Tagging & Annotation Services Market Value Share Analysis, by Type, 2020

    Figure 64: South America Image Tagging & Annotation Services Market Value Share Analysis, by Type, 2030

    Figure 65: South America Image Tagging & Annotation Services Market Value Share Analysis, by End-user, 2020

    Figure 66: South America Image Tagging & Annotation Services Market Value Share Analysis, by End-user, 2030

    Figure 67: South America Image Tagging & Annotation Services Market Value Share Analysis, by Country, 2020

    Figure 68: South America Image Tagging & Annotation Services Market Value Share Analysis, by Country, 2030

    Figure 69: Brazil Image Tagging & Annotation Services Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 – 2030

    Figure 70: Argentina Image Tagging & Annotation Services Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 – 2030

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Image Tagging & Annotation Services Market

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