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.

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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.

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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.

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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 – Scope of the Report

A latest study collated and published by Transparency Market Research (TMR) analyzes the historical and present-day scenario of the global image tagging & annotation services market to accurately gauge its potential future development. The study presents detailed information about the important growth factors, restraints, and key trends that are creating the landscape for the future growth of the image tagging & annotation services market, to identify the opportunistic avenues of the business potential for stakeholders. The report also provides insightful information about how the image tagging & annotation services market is expected to progress during the forecast period, 2020-2030.

The report offers intricate dynamics about the different aspects of the image tagging & annotation services market that aids companies operating in the market in making strategic development decisions. TMR’s study elaborates on the significant changes that are highly anticipated to configure the growth of the image tagging & annotation services market during the forecast period. It also includes a key indicator assessment to highlight the growth prospects of the image tagging & annotation services market, and estimate statistics related to the market progress in terms of value (US$ Mn).

The study covers a detailed segmentation of the image tagging & annotation services market, along with country analysis, key information, and a competitive outlook. The report mentions the company profiles of key players that are currently dominating the image tagging & annotation services market, wherein various developments, expansions, and winning strategies practiced and executed by leading players have been presented in detail.

Key Questions Answered in TMR’s Report on Image Tagging & Annotation Services Market

The report provides detailed information about the image tagging & annotation services market on the basis of comprehensive research on various factors that play a key role in accelerating the growth potential of the market. Information mentioned in the report answers path-breaking questions for companies that are currently functioning in the market and are looking for innovative ways to create a unique benchmark in the image tagging & annotation services market, so as to help them make successful strategies and take target-driven decisions.

  • Which regions will continue to remain the most profitable regional markets for image tagging & annotation services market players?
  • Which factors will induce a change in demand for image tagging & annotation services during the assessment period?
  • How will changing trends impact the image tagging & annotation services market?
  • How will COVID-19 impact the image tagging & annotation services market?
  • How can market players capture low-hanging opportunities in the image tagging & annotation services market in developed regions?
  • Which companies are leading the image tagging & annotation services market?
  • What are the winning strategies of stakeholders in the image tagging & annotation services market to upscale their position in this landscape?
  • What will be the Y-o-Y growth of the image tagging & annotation services market between 2020 and 2030?
  • What are the winning imperatives of market frontrunners in the image tagging & annotation services market?

Research Methodology – Image Tagging & Annotation Services Market

The research methodology adopted by analysts to compile the image tagging & annotation services market report is based on detailed primary as well as secondary research. With the help of in-depth insights of the industry-affiliated information that is obtained and legitimated by market-admissible resources, analysts have offered riveting observations and authentic forecasts of the image tagging & annotation services market.

During the primary research phase, analysts interviewed industry stakeholders, investors, brand managers, vice presidents, and sales and marketing managers. On the basis of data obtained through the interviews of genuine resources, analysts have emphasized the changing scenario of the image tagging & annotation services market.

For secondary research, analysts scrutinized numerous annual report publications, white papers, industry association publications, and company websites to obtain the necessary understanding of the image tagging & annotation services market.

This study by TMR is all-encompassing framework of the dynamics of the market. It mainly comprises critical assessment of consumers' or customers' journeys, current and emerging avenues, and strategic framework to enable CXOs take effective decisions.

Our key underpinning is the 4-Quadrant Framework EIRS that offers detailed visualization of four elements:

  • Customer Experience Maps
  • Insights and Tools based on data-driven research
  • Actionable Results to meet all the business priorities
  • Strategic Frameworks to boost the growth journey

The study strives to evaluate the current and future growth prospects, untapped avenues, factors shaping their revenue potential, and demand and consumption patterns in the global market by breaking it into region-wise assessment.

The following regional segments are covered comprehensively:

  • North America
  • Asia Pacific
  • Europe
  • Latin America
  • The Middle East and Africa

The EIRS quadrant framework in the report sums up our wide spectrum of data-driven research and advisory for CXOs to help them make better decisions for their businesses and stay as leaders.

Below is a snapshot of these quadrants.

1. Customer Experience Map

The study offers an in-depth assessment of various customers’ journeys pertinent to the market and its segments. It offers various customer impressions about the products and service use. The analysis takes a closer look at their pain points and fears across various customer touchpoints. The consultation and business intelligence solutions will help interested stakeholders, including CXOs, define customer experience maps tailored to their needs. This will help them aim at boosting customer engagement with their brands.

2. Insights and Tools

The various insights in the study are based on elaborate cycles of primary and secondary research the analysts engage with during the course of research. The analysts and expert advisors at TMR adopt industry-wide, quantitative customer insights tools and market projection methodologies to arrive at results, which makes them reliable. The study not just offers estimations and projections, but also an uncluttered evaluation of these figures on the market dynamics. These insights merge data-driven research framework with qualitative consultations for business owners, CXOs, policy makers, and investors. The insights will also help their customers overcome their fears.

3. Actionable Results

The findings presented in this study by TMR are an indispensable guide for meeting all business priorities, including mission-critical ones. The results when implemented have shown tangible benefits to business stakeholders and industry entities to boost their performance. The results are tailored to fit the individual strategic framework. The study also illustrates some of the recent case studies on solving various problems by companies they faced in their consolidation journey.

4. Strategic Frameworks

The study equips businesses and anyone interested in the market to frame broad strategic frameworks. This has become more important than ever, given the current uncertainty due to COVID-19. The study deliberates on consultations to overcome various such past disruptions and foresees new ones to boost the preparedness. The frameworks help businesses plan their strategic alignments for recovery from such disruptive trends. Further, analysts at TMR helps you break down the complex scenario and bring resiliency in uncertain times.

The report sheds light on various aspects and answers pertinent questions on the market. Some of the important ones are:

1. What can be the best investment choices for venturing into new product and service lines?

2. What value propositions should businesses aim at while making new research and development funding?

3. Which regulations will be most helpful for stakeholders to boost their supply chain network?

4. Which regions might see the demand maturing in certain segments in near future?

5. What are the some of the best cost optimization strategies with vendors that some well-entrenched players have gained success with?

6. Which are the key perspectives that the C-suite are leveraging to move businesses to new growth trajectory?

7. Which government regulations might challenge the status of key regional markets?

8. How will the emerging political and economic scenario affect opportunities in key growth areas?

9. What are some of the value-grab opportunities in various segments?

10. What will be the barrier to entry for new players in the 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

Note: Although care has been taken to maintain the highest levels of accuracy in TMR’s reports, recent market/vendor-specific changes may take time to reflect in the analysis.

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