The optical character recognition (OCR) technology is set to bring a significant change in food delivery and retail business due to the coronavirus (COVID-19) outbreak. Analysts of Transparency Market Research (TMR) says that OCR is likely to become an indivisible part of the receipt recognition technology for retail and food deliveries. Since the coronavirus survives for up to 24 hrs on paper, companies in the optical character recognition market are capitalizing on this trend to improve their software, which deploys email receipts and uses receipt recognition API (Application Programming Interface).
Customers are still hesitant to buy products as they used to before the pandemic. Gradual increase in employment opportunities and heavy discounts and offers on products are likely to revive the world economy. Email receipts and receipt recognition APIs are reducing the risks of COVID-19 exposure in the retail business.
These factors are likely to drive the optical character recognition market during the forecast period.
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The heavy smartphone usage has triggered the demand for OCR apps. The Microsoft OneNote is being highly publicized for its advanced OCR functionality. Companies in the optical character recognition market are developing apps that work on both handwritten notes as well as images. However, the scanning accuracy is substantially dependent on the quality of the image. As such, greater control over conversion and added features such as text-to-speech features are offsetting the disadvantages of OCR apps.
Apart from some big names, OCR software apps are being designed for laptops and desktops. For instance, Capture2Text is a free OCR software for Windows 10 and offers keyboard shortcuts that quickly recognizes anything on the screen. Companies in the optical character recognition market are increasing the availability of software, which eliminates the need for installation.
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The optical character recognition market is expected to advance at a striking CAGR of ~15% during the forecast period. However, several shortcomings of OCR, such as inaccuracy in scanning handwritten documents and difficulty in differentiating between characters, are likely to hurt sales. Hence, software companies are introducing special OCR fonts to efficiently differentiate between a zero and the alphabet O. They are increasing their R&D capabilities to make improvements in scanners that can read handwritten documents.
On the other hand, companies in the optical character recognition market are innovating in scanners that can recognize multiple languages. For instance, the Zoho Doc Scanner has been launched to recognize text in 12 different Indian languages including Marathi, Telugu, Assamese, and Punjabi. Features such as free versions of scanners with unlimited scans and secure document scanning are being highly preferred by users.
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Online reviews about OCR software apps are building the credibility of companies in the optical character recognition market. However, emerging market players are facing stiff competition from established companies such as Microsoft and Google. In order to gain market dominance, emerging software companies can either list their apps under the Microsoft Store or increase their marketing capabilities via Google Play and digital advertising.
Several websites have enabled direct online OCR services to meet convenience needs of individuals. Free online services are being highly preferred by users. Another big player in the competition is the Adobe Acrobat Pro DC. Thus, emerging players in the optical character recognition market can experiment business models with direct online free services.
Analysts’ Viewpoint
In order to avoid community fallout, local, national, and international retailers are investing in the OCR software that deploy receipt scanning and e-receipts. Companies in the optical character recognition market are abiding with strong privacy policies to win the faith of users. This explains why the market is projected to reach a revenue of US$ 70 Bn by the end of 2030. However, inaccuracy in handwriting recognition and outdated features in software apps are inhibiting market growth. Hence, companies should make improvements in scanning technologies to generate desirable outcomes via apps. Emerging companies should explore online free service business models to compete with established companies.
Optical Character Recognition Market – Segmentation
TMR’s research study assesses the optical character recognition market on the basis of component, enterprise size, mode of operation, industry, and region. Based on component, the global optical character recognition market has been categorized into hardware, software, and service. Among these, software is further segmented into desktop-based, mobile-based, cloud-based (multi-tenant cloud [public] and private cloud), and others (batch OCR and server-based OCR). Furthermore, the services segment has been cross-segmented into consulting services, outsourcing, and implementation & integration. Based on enterprise size, the global optical character recognition market segment has been categorized into small & medium enterprises and large enterprises. Based on mode of operation, the global optical character recognition market segment has been classified into Business-to-Business (B2B) and Business-to-Consumer (B2C). In terms of industry, the global optical character recognition market has been split into retail, government, BFSI, transport & logistics, healthcare, media & entertainment, IT & telecom, manufacturing, and others. Revenue data is estimated for all the abovementioned segments.
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Optical Character Recognition Market is studied from 2020 - 2030.
The global optical character recognition market was valued at US$ 15.1 Bn in 2019 and is expected to expand at a CAGR of ~15% from 2020 to 2030, reaching US$ 70 Bn and volume of 58,166 thousand units by the end of the forecast period.
Increasing applications of OCR system in transportation and logistics industry is a key factor that has triggered the growth of the OCR market.
Some of the significant players in the global optical character recognition market include ABBYY Software Ltd., Accusoft Corporation, Adlib Software, Adobe Systems, Inc., Amazon Web Services, Inc., Anyline GmbH, ATAPY Software, Beijing Wintone Science & Technology Co. Ltd., Black Ice Software LLC, Captricity (Vidado Inc.), CC Intelligence Corporation, Creaceed SPRL, CVSION Technologies Inc.
1. Preface
1.1. Market Definition and Scope
1.2. Market Segmentation
1.3. Key Research Objectives
1.4. Research Highlights
2. Assumptions and Research Methodology
3. Executive Summary : Global Optical Character Recognition Market
4. Market Overview
4.1. Introduction
4.2. Market Dynamics
4.2.1. Drivers
4.2.2. Restraints
4.2.3. Opportunities
4.2.3.1. Emerging Market Analysis
4.3. Key Market Indicator
4.3.1.1. Rise of digital workflows and paperless communication
4.4. Global Optical Character Recognition Market Analysis and Forecasts, 2018 – 2030
4.4.1. Market Revenue Projections (US$ Mn)
4.4.2. Market Year-on-Year (Y-o-Y) Growth (Value %)
4.5. Porter’s Five Forces Analysis
4.6. Optical Character Recognition Software Ecosystem Analysis
4.6.1. List of Active Market Participants
4.6.1.1. Solution Providers
4.6.1.2. Cloud Service Providers
4.6.1.3. Integrators
4.7. Use Cases/ Case Studies of Optical Character Recognition Software across the industries
4.7.1. Retail
4.7.2. Government
4.7.3. BFSI
4.7.4. Education
4.7.5. Transport and Logistics
4.7.6. Healthcare
4.7.7. Media & Entertainment
4.7.8. IT & Telecom
4.7.9. Manufacturing
4.8. Note*: We would be providing this information on our best effort basis and availability of data across the industries
4.9. Market Outlook
5. Global Optical Character Recognition Market Analysis and Forecasts, By Type
5.1. Overview & Definitions
5.2. Key Trends
5.3. Optical Character Recognition Market Analysis Forecast, By Type, 2018 – 2030 (US$ Mn)
5.3.1. Software
5.3.1.1. Desktop based OCR
5.3.1.2. Mobile based OCR
5.3.1.3. Cloud Based OCR
5.3.1.3.1. Multi-tenant Cloud (Public Cloud)
5.3.1.3.2. Private Cloud
5.3.1.4. Others (Batch OCR , Server based OCR)
5.3.2. Service
5.3.2.1. Consulting
5.3.2.2. Outsourcing
5.3.2.3. Implementation & Integration
5.4. Type Comparison Matrix
5.5. Market Attractiveness By Type
6. Global Optical Character Recognition Market Analysis and Forecasts, By End-Use
6.1. Overview & Definition
6.2. Key Trends
6.3. Optical Character Recognition Market Analysis Forecast, By End-Use, 2018 – 2030 (US$ Mn)
6.3.1. Retail
6.3.2. Government
6.3.3. BFSI
6.3.4. Education
6.3.5. Transport and Logistics
6.3.6. Healthcare
6.3.7. Media & Entertainment
6.3.8. IT & Telecom
6.3.9. Manufacturing
6.4. End-Use Comparison Matrix
6.5. Market Attractiveness By End-Use
7. Global Optical Character Recognition Market Analysis and Forecasts, By Region
7.1. Key Findings
7.2. Optical Character Recognition Market Analysis Forecast, By Region, 2018 – 2030 (US$ Mn)
7.2.1. North America
7.2.2. Europe
7.2.3. Asia Pacific
7.2.4. Middle East and Africa
7.2.5. South America
7.3. Market Attractiveness By Region
8. North America Optical Character Recognition Market Analysis and Forecast
8.1. Key Findings
8.2. Key Trends
8.3. Market Analysis (US$ Mn) Forecast, By Type, 2018 – 2030
8.3.1. Software
8.3.1.1. Desktop based OCR
8.3.1.2. Mobile based OCR
8.3.1.3. Cloud Based OCR
8.3.1.3.1. Multi-tenant Cloud (Public Cloud)
8.3.1.3.2. Private Cloud
8.3.1.4. Others (Batch OCR , Server based OCR)
8.3.2. Service
8.3.2.1. Consulting
8.3.2.2. Outsourcing
8.3.2.3. Implementation & Integration
8.3.3. Market Analysis (US$ Mn) Forecast, By End Use, 2018 – 2030
8.3.3.1. Retail
8.3.3.2. Government
8.3.3.3. BFSI
8.3.3.4. Education
8.3.3.5. Transport and Logistics
8.3.3.6. Healthcare
8.3.3.7. Media & Entertainment
8.3.3.8. IT & Telecom
8.3.3.9. Manufacturing
8.3.4. Market Analysis (US$ Mn) Forecast, By Country, 2018 – 2030
8.3.4.1. The U.S.
8.3.4.2. Canada
8.3.4.3. Rest of North America
8.3.5. Market Attractiveness Analysis
8.3.5.1. By Type
8.3.5.2. By End Use
8.3.5.3. By Country
9. Europe Optical Character Recognition Market Analysis and Forecast
9.1. Key Findings
9.2. Key Trends
9.3. Market Analysis (US$ Mn) Forecast, By Type, 2018 – 2030
9.3.1. Software
9.3.1.1. Desktop based OCR
9.3.1.2. Mobile based OCR
9.3.1.3. Cloud Based OCR
9.3.1.3.1. Multi-tenant Cloud (Public Cloud)
9.3.1.3.2. Private Cloud
9.3.1.4. Others (Batch OCR , Server based OCR)
9.3.2. Service
9.3.2.1. Consulting
9.3.2.2. Outsourcing
9.3.2.3. Implementation & Integration
9.4. Market Analysis (US$ Mn) Forecast, By End Use, 2018 – 2030
9.4.1. Retail
9.4.2. Government
9.4.3. BFSI
9.4.4. Education
9.4.5. Transport and Logistics
9.4.6. Healthcare
9.4.7. Media & Entertainment
9.4.8. IT & Telecom
9.4.9. Manufacturing
9.5. Market Analysis (US$ Mn) Forecast, By Country, 2018 – 2030
9.5.1. The U.K.
9.5.2. France
9.5.3. Germany
9.5.4. Spain
9.5.5. Italy
9.5.6. Rest of Europe
9.6. Market Attractiveness Analysis
9.6.1. By Type
9.6.2. By End Use
9.6.3. By Country
10. Asia-Pacific Optical Character Recognition Market Analysis and Forecast
10.1. Key Findings
10.2. Key Trends
10.3. Market Analysis (US$ Mn) Forecast, By Type, 2018 – 2030
10.3.1. Software
10.3.1.1. Desktop based OCR
10.3.1.2. Mobile based OCR
10.3.1.3. Cloud Based OCR
10.3.1.3.1. Multi-tenant Cloud (Public Cloud)
10.3.1.3.2. Private Cloud
10.3.1.4. Others (Batch OCR , Server based OCR)
10.3.2. Service
10.3.2.1. Consulting
10.3.2.2. Outsourcing
10.3.2.3. Implementation & Integration
10.4. Market Analysis (US$ Mn) Forecast, By End Use, 2018 – 2030
10.4.1. Retail
10.4.2. Government
10.4.3. BFSI
10.4.4. Education
10.4.5. Transport and Logistics
10.4.6. Healthcare
10.4.7. Media & Entertainment
10.4.8. IT & Telecom
10.4.9. Manufacturing
10.5. Market Analysis (US$ Mn) Forecast, By Country, 2018 – 2030
10.5.1. China
10.5.2. Japan
10.5.3. India
10.5.4. Rest of APAC
10.6. Market Attractiveness Analysis
10.6.1. By Type
10.6.2. By End Use
10.6.3. By Country
11. MEA Optical Character Recognition Market Analysis and Forecast
11.1. Key Findings
11.2. Key Trends
11.3. Market Analysis (US$ Mn) Forecast, By Type, 2018 – 2030
11.3.1. Software
11.3.1.1. Desktop based OCR
11.3.1.2. Mobile based OCR
11.3.1.3. Cloud Based OCR
11.3.1.3.1. Multi-tenant Cloud (Public Cloud)
11.3.1.3.2. Private Cloud
11.3.1.4. Others (Batch OCR , Server based OCR)
11.3.2. Service
11.3.2.1. Consulting
11.3.2.2. Outsourcing
11.3.2.3. Implementation & Integration
11.4. Market Analysis (US$ Mn) Forecast, By End Use, 2018 – 2030
11.4.1. Retail
11.4.2. Government
11.4.3. BFSI
11.4.4. Education
11.4.5. Transport and Logistics
11.4.6. Healthcare
11.4.7. Media & Entertainment
11.4.8. IT & Telecom
11.4.9. Manufacturing
11.5. Market Analysis (US$ Mn) Forecast, By Country, 2018 – 2030
11.5.1. GCC Countries
11.5.2. South Africa
11.5.3. Rest of MEA
11.6. Market Attractiveness Analysis
11.6.1. By Type
11.6.2. By End Use
11.6.3. By Country
12. South America Optical Character Recognition Market Analysis and Forecast
12.1. Key Findings
12.2. Key Trends
12.3. Market Analysis (US$ Mn) Forecast, By Type, 2018 – 2030
12.3.1. Software
12.3.1.1. Desktop based OCR
12.3.1.2. Mobile based OCR
12.3.1.3. Cloud Based OCR
12.3.1.3.1. Multi-tenant Cloud (Public Cloud)
12.3.1.3.2. Private Cloud
12.3.1.4. Others (Batch OCR , Server based OCR)
12.3.2. Service
12.3.2.1. Consulting
12.3.2.2. Outsourcing
12.3.2.3. Implementation & Integration
12.4. Market Analysis (US$ Mn) Forecast, By End Use, 2018 – 2030
12.4.1. Retail
12.4.2. Government
12.4.3. BFSI
12.4.4. Education
12.4.5. Transport and Logistics
12.4.6. Healthcare
12.4.7. Media & Entertainment
12.4.8. IT & Telecom
12.4.9. Manufacturing
12.5. Market Analysis (US$ Mn) Forecast, By Country, 2018 – 2030
12.5.1. Brazil
12.5.2. Rest of South America
12.6. Market Attractiveness Analysis
12.6.1. By Type
12.6.2. By End Use
12.6.3. By Country
13. Competition Landscape
13.1. Market Player – Competition Matrix
13.2. Market Share Analysis By Company (2019)
13.3. Company Profiles (Details – Overview, Financials, SWOT, Strategy)
13.3.1. Abbyy Software Ltd
13.3.1.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.1.2. Business Overview
13.3.1.3. SWOT Analysis
13.3.1.4. Strategic Overview
13.3.2. Anyline GmbH
13.3.2.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.2.2. Business Overview
13.3.2.3. SWOT Analysis
13.3.2.4. Strategic Overview
13.3.3. Adobe Systems
13.3.3.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.3.2. Business Overview
13.3.3.3. SWOT Analysis
13.3.3.4. Strategic Overview
13.3.4. ATAPY Software
13.3.4.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.4.2. Business Overview
13.3.4.3. SWOT Analysis
13.3.4.4. Strategic Overview
13.3.5. CCi Intelligence Co., Ltd (INTSIG)
13.3.5.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.5.2. Business Overview
13.3.5.3. SWOT Analysis
13.3.5.4. Strategic Overview
13.3.6. Creaceed S.P.R.L.
13.3.6.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.6.2. Business Overview
13.3.6.3. SWOT Analysis
13.3.6.4. Strategic Overview
13.3.7. Captricity
13.3.7.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.7.2. Business Overview
13.3.7.3. SWOT Analysis
13.3.7.4. Strategic Overview
13.3.8. CVISION Technologies, Inc.
13.3.8.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.8.2. Business Overview
13.3.8.3. SWOT Analysis
13.3.8.4. Strategic Overview
13.3.9. Exper-OCR, Inc.
13.3.9.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.9.2. Business Overview
13.3.9.3. SWOT Analysis
13.3.9.4. Strategic Overview
13.3.10. Google Inc.
13.3.10.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.10.2. Business Overview
13.3.10.3. SWOT Analysis
13.3.10.4. Strategic Overview
13.3.11. I.R.I.S. S.A. (Canon)
13.3.11.1. Company Details and Description (HQ, Foundation Year, Revenue, Employee Strength)
13.3.11.2. Business Overview
13.3.11.3. SWOT Analysis
13.3.11.4. Strategic Overview
13.3.12. IBM Corporation
13.3.12.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.12.2. Business Overview
13.3.12.3. SWOT Analysis
13.3.12.4. Strategic Overview
13.3.13. LEAD Technologies, Inc.
13.3.13.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.13.2. Business Overview
13.3.13.3. SWOT Analysis
13.3.13.4. Strategic Overview
13.3.14. Microsoft Inc.
13.3.14.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.14.2. Business Overview
13.3.14.3. SWOT Analysis
13.3.14.4. Strategic Overview
13.3.15. Nuance Communications, Inc.
13.3.15.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.15.2. Business Overview
13.3.15.3. SWOT Analysis
13.3.15.4. Strategic Overview
13.3.16. NTT DATA Corporation
13.3.16.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.16.2. Business Overview
13.3.16.3. SWOT Analysis
13.3.16.4. Strategic Overview
13.3.17. Paradatec, Inc.
13.3.17.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.17.2. Business Overview
13.3.17.3. SWOT Analysis
13.3.17.4. Strategic Overview
13.3.18. Prime Recognition Corp
13.3.18.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.18.2. Business Overview
13.3.18.3. SWOT Analysis
13.3.18.4. Strategic Overview
13.3.19. Ripcord Inc
13.3.19.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.19.2. Business Overview
13.3.19.3. SWOT Analysis
13.3.19.4. Strategic Overview
13.3.20. Accusoft
13.3.20.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.20.2. Business Overview
13.3.20.3. SWOT Analysis
13.3.20.4. Strategic Overview
13.3.21. Transym Computer Services Ltd
13.3.21.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.21.2. Business Overview
13.3.21.3. SWOT Analysis
13.3.21.4. Strategic Overview
13.3.22. Beijing Wintone Science & Technology Co. Ltd.
13.3.22.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.22.2. Business Overview
13.3.22.3. SWOT Analysis
13.3.22.4. Strategic Overview
13.3.23. Black Ice Software LLC
13.3.23.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.23.2. Business Overview
13.3.23.3. SWOT Analysis
13.3.23.4. Strategic Overview
13.3.24. SEAL Systems
13.3.24.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.24.2. Business Overview
13.3.24.3. SWOT Analysis
13.3.24.4. Strategic Overview
13.3.25. Ricoh Group
13.3.25.1. Company Details and Description(HQ, Foundation Year, Revenue, Employee Strength)
13.3.25.2. Business Overview
13.3.25.3. SWOT Analysis
13.3.25.4. Strategic Overview
14. Key Takeaways
List of Tables
Table 1: Global Optical Character Recognition Market Analysis and Forecast, By Type, 2018 – 2030 (US$ Mn)
Table 2: Optical Character Recognition Market Analysis, By Type, Software
Table 3: Optical Character Recognition Market Analysis, By Type, Service
Table 4: Global Optical Character Recognition Market Analysis and Forecast, By Type, Software 2018 – 2030 (US$ Mn)
Table 5: Optical Character Recognition Market Analysis, By Software, Desktop based OCR
Table 6: Optical Character Recognition Market Analysis, By Software, Mobile based OCR
Table 7: Optical Character Recognition Market Analysis, By Software, Cloud based OCR
Table 8: Optical Character Recognition Market Analysis, By Software, Others
Table 9: Global Optical Character Recognition Market Analysis and Forecast, By Software, By Cloud-based, 2018 – 2030 (US$ Mn)
Table 10: Optical Character Recognition Market Analysis, By Cloud based OCR, Multi-tenant cloud
Table 11: Optical Character Recognition Market Analysis, By Cloud based OCR, Private cloud
Table 12: Global Optical Character Recognition Market Analysis and Forecast, By Type, Service, 2018 – 2030 (US$ Mn)
Table 13: Optical Character Recognition Market Analysis, By Service, Consulting
Table 14: Optical Character Recognition Market Analysis, By Service, Outsourcing
Table 15: Optical Character Recognition Market Analysis, By Service, Implementation & Integration
Table 16: Global Optical Character Recognition Market Analysis and Forecast, By End-use, 2018 – 2030 (US$ Mn)
Table 17: Optical Character Recognition Market Analysis, By End-use, Retail
Table 18: Optical Character Recognition Market Analysis, By End-use, Government
Table 19: Optical Character Recognition Market Analysis, By End-use, BFSI
Table 20: Optical Character Recognition Market Analysis, By End-use, Education
Table 21: Optical Character Recognition Market Analysis, By End-use, Transport & Logistics
Table 22: Optical Character Recognition Market Analysis, By End-use, Healthcare
Table 23: Optical Character Recognition Market Analysis, By End-use, Media & Entertainment
Table 24: Optical Character Recognition Market Analysis, By End-use, IT & Telecom
Table 25: Optical Character Recognition Market Analysis, By End-use, Manufacturing
Table 26: Global Optical Character Recognition Market Analysis and Forecast, By Region, 2018 – 2030 (US$ Mn)
Table 27: North America Optical Character Recognition Market Size Forecast, By Type, 2018 – 2030 (US$ Mn)
Table 28: North America Optical Character Recognition Market Analysis, By Type
Table 29: North America Optical Character Recognition Market Size Forecast, By End-user, 2018 – 2030 (US$ Mn)
Table 30: North America Optical Character Recognition Market Analysis, By End-use
Table 31: North America Optical Character Recognition Market Size (US$ Mn) Forecast, By Country, 2018 – 2030
Table 32: Europe Optical Character Recognition Market Size Forecast, By Type, 2018 – 2030 (US$ Mn)
Table 33: Europe Optical Character Recognition Market Analysis, By Type
Table 34: Europe Optical Character Recognition Market Size Forecast, By End-use, 2018 – 2030 (US$ Mn)
Table 35: Europe Optical Character Recognition Market Analysis, By End-use
Table 36: Europe Optical Character Recognition Market Size (US$ Mn) Forecast, By Country, 2018 – 2030
Table 14: Asia-Pacific Optical Character Recognition Market Size Forecast, By Type, 2018 – 2030 (US$ Mn)
Table 37: Asia-Pacific Optical Character Recognition Market Analysis, By Type
Table 38: Asia-Pacific Optical Character Recognition Market Size Forecast, By End-use, 2018 – 2030 (US$ Mn)
Table 39: Asia-Pacific Optical Character Recognition Market Analysis, By End-use
Table 40: Asia-Pacific Optical Character Recognition Market Size (US$ Mn) Forecast, By Country, 2018 – 2030
Table 41: Middle East & Africa Optical Character Recognition Market Size Forecast, By Type, 2018 – 2030 (US$ Mn)
Table 42: Middle East & Africa Optical Character Recognition Market Analysis, By Type
Table 43: Middle East & Africa Optical Character Recognition Market Size Forecast, By End-user, 2018 – 2030 (US$ Mn)
Table 44: Middle East & Africa Optical Character Recognition Market Analysis, By End-use
Table 45: Middle East & Africa Optical Character Recognition Market Size (US$ Mn) Forecast, By Country, 2018 – 2030
Table 46: South America Optical Character Recognition Market Size Forecast, By Type, 2018 – 2030 (US$ Mn)
Table 47: South America Optical Character Recognition Market Analysis, By Type
Table 48: South America Optical Character Recognition Market Size Forecast, By End-user, 2018 – 2030 (US$ Mn)
Table 49: South America Optical Character Recognition Market Analysis, By End-use
Table 50: South America Optical Character Recognition Market Size (US$ Mn) Forecast, By Country, 2018 – 2030
List of Figures
Figure 1: Global Optical Character Recognition Market Analysis and (US$ Mn) Forecast, 2018 – 2030
Figure 2: Global Optical Character Recognition Market Value Share (Value %), By End-use, 2019
Figure 3: Global Optical Character Recognition Market Value Share (Value %) By Type, 2019
Figure 4: Global Optical Character Recognition Market Value Share (Value %) By Software Type, 2019
Figure 5: Global Optical Character Recognition Market Value Share Analysis, by Type, 2019 and 2030
Figure 6: Optical Character Recognition Market Size (US$ Mn) Forecast By Type, Software
Figure 7: Optical Character Recognition Market Size (US$ Mn) Forecast By Type, Service
Figure 8: Global Optical Character Recognition Market Value Share Analysis, by Type, Software 2019 and 2030
Figure 9: Optical Character Recognition Market Size (US$ Mn) Forecast By Software, Desktop based OCR
Figure 10: Optical Character Recognition Market Size (US$ Mn) Forecast By Software, Mobile based OCR
Figure 11: Optical Character Recognition Market Size (US$ Mn) Forecast By Software, Cloud based OCR
Figure 12: Optical Character Recognition Market Size (US$ Mn) Forecast By Software, Others
Figure 13: Global Optical Character Recognition Market Value Share Analysis, by Software, by Cloud-based,2019 and 2030
Figure 14: Optical Character Recognition Market Size (US$ Mn) Forecast By Cloud based OCR, Multi-tenant cloud
Figure 15: Optical Character Recognition Market Size (US$ Mn) Forecast By Cloud based OCR, Private
Figure 16: Global Optical Character Recognition Market Value Share Analysis, by Type, Service, 2019 and 2030
Figure 17: Optical Character Recognition Market Size (US$ Mn) Forecast By Service, Consulting
Figure 18: Optical Character Recognition Market Size (US$ Mn) Forecast By Service, Outsourcing
Figure 19: Optical Character Recognition Market Size (US$ Mn) Forecast By Service, Implementation & Integration
Figure 20: Global Optical Character Recognition Comparison Matrix, By Type
Figure 21: Global Optical Character Recognition Market Attractiveness Analysis, by Type
Figure 22: Global Optical Character Recognition Market Attractiveness Analysis, by Software
Figure 23: Global Optical Character Recognition Market Value Share Analysis, by End-use , 2019 and 2030
Figure 24: Optical Character Recognition Market Size (US$ Mn) Forecast By End-use, Retail
Figure 25: Optical Character Recognition Market Size (US$ Mn) Forecast By End-use, Government
Figure 26: Optical Character Recognition Market Size (US$ Mn) Forecast By End-use, BFSI
Figure 27: Optical Character Recognition Market Size (US$ Mn) Forecast By End-use, Education
Figure 28: Optical Character Recognition Market Size (US$ Mn) Forecast By End-use, Transport & Logistics
Figure 29: Optical Character Recognition Market Size (US$ Mn) Forecast By End-use, Healthcare
Figure 30: Optical Character Recognition Market Size (US$ Mn) Forecast By End-use, Media & Entertainment
Figure 31: Optical Character Recognition Market Size (US$ Mn) Forecast By End-use, IT & Telecom
Figure 32: Optical Character Recognition Market Size (US$ Mn) Forecast By End-use, Manufacturing
Figure 33: Global Optical Character Recognition Comparison Matrix by End-use
Figure 34: Optical Character Recognition Market Attractiveness Analysis, by End-use
Figure 35: Global Optical Character Recognition Market Value Share Analysis, by Region, 2019 and 2030
Figure 36: Optical Character Recognition Market Attractiveness Analysis, by Region
Figure 37: North America Optical Character Recognition Market Revenue (US$ Mn) Forecast, 2018 – 2030
Figure 38: North America Optical Character Recognition Market Revenue and Y-O-Y Growth Projection, 2018 – 2030
Figure 39: North America Optical Character Recognition Market Revenue Share Analysis, By Type, 2019 and 2030
Figure 40: North America Optical Character Recognition Market Value Share Analysis, By End-use, 2019 and 2030
Figure 41: North America Optical Character Recognition Market Attractiveness Analysis, By Type
Figure 42: North America Optical Character Recognition Market Attractiveness Analysis, By Country
Figure 43: North America Optical Character Recognition Market Attractiveness Analysis, By End-use
Figure 44: Europe Optical Character Recognition Market Revenue (US$ Mn) Forecast, 2018 – 2030
Figure 45: Europe Optical Character Recognition Market Revenue and Y-O-Y Growth Projection, 2018 – 2030
Figure 46: Europe Optical Character Recognition Market Revenue Share Analysis, By Type, 2019 and 2030
Figure 47: Europe Optical Character Recognition Market Value Share Analysis, By End-use, 2019 and 2030
Figure 48: Europe Optical Character Recognition Market Attractiveness Analysis, By Type
Figure 49: Europe Optical Character Recognition Market Attractiveness Analysis, By Country
Figure 50: Europe Optical Character Recognition Market Attractiveness Analysis, By End-use
Figure 51: Asia-pacific Optical Character Recognition Market Revenue (US$ Mn) Forecast, 2018 – 2030
Figure 52: Asia-Pacific Optical Character Recognition Market Revenue and Y-O-Y Growth Projection, 2018 – 2030
Figure 53: Asia-Pacific Optical Character Recognition Market Revenue Share Analysis, By Type, 2019 and 2030
Figure 54: Asia-Pacific Optical Character Recognition Market Value Share Analysis, By End-use, 2019 and 2030
Figure 55: Asia-Pacific Optical Character Recognition Market Attractiveness Analysis, By Type
Figure 56: Asia-Pacific Optical Character Recognition Market Attractiveness Analysis, By Country
Figure 57: Asia-Pacific Optical Character Recognition Market Attractiveness Analysis, By End-use
Figure 58: Middle East & Africa Optical Character Recognition Market Revenue (US$ Mn) Forecast, 2018 – 2030
Figure 59: Middle East & Africa Optical Character Recognition Market Revenue and Y-O-Y Growth Projection, 2018 – 2030
Figure 60: Middle East & Africa Optical Character Recognition Market Revenue Share Analysis, By Type, 2019 and 2030
Figure 61: Middle East & Africa Optical Character Recognition Market Value Share Analysis, By End-use, 2019 and 2030
Figure 62: Middle East & Africa Optical Character Recognition Market Attractiveness Analysis, By Type
Figure 63: Middle East & Africa Optical Character Recognition Market Attractiveness Analysis, By Country
Figure 64: Middle East & Africa Optical Character Recognition Market Attractiveness Analysis, By End-use
Figure 65: South America Optical Character Recognition Market Revenue (US$ Mn) Forecast, 2018 – 2030
Figure 66: South America Optical Character Recognition Market Revenue and Y-O-Y Growth Projection, 2018 – 2030
Figure 67: South America Optical Character Recognition Market Revenue Share Analysis, By Type, 2019 and 2030
Figure 68: South America Optical Character Recognition Market Value Share Analysis, By End-use, 2019 and 2030
Figure 69: South America Optical Character Recognition Market Attractiveness Analysis, By Type
Figure 70: South America Optical Character Recognition Market Attractiveness Analysis, By Country
Figure 71: South America Optical Character Recognition Market Attractiveness Analysis, By End-use
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Optical Character Recognition Market Analysis, Outlook 2030
*86 figures and 60 tables includes