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Image RecognitionRetail Market Size, Share 2024
The global Image Recognition in Retail market was valued at US$ 2.11 billion in 2023 and is projected to reach US$ 14.2 billion by 2030, at a CAGR of 18.41% during the forecast period. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.
This report aims to provide a comprehensive presentation of the global market for Image Recognition in Retail, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Image Recognition in Retail. This report contains market size and forecasts of Image Recognition in Retail in global, including the following market information:
It can reduce sales time; identify products on shelves, price tags, POSM, analyze and provide suggestions for correcting defects; analyze product range, prices, and trends; analyze shelf share compared with competitors, and dynamic changes; monitor product matrix Compliance; automatically generate reports on selected indicators.
Image recognition technology is rapidly transforming the retail industry, offering innovative solutions to enhance customer experiences, streamline operations, and boost sales.
Enhanced Customer Experience
Personalization: Retailers using image recognition for personalization report a 20% increase in customer satisfaction. This technology enables personalized product recommendations based on visual search and customer preferences.
Visual Search: Over 62% of millennials prefer visual search capabilities over traditional search methods. Retailers adopting visual search tools see a 30% increase in online conversion rates as customers can find products more easily and quickly.
Virtual Try-Ons: The adoption of virtual try-on technology, powered by image recognition, has led to a 25% reduction in return rates. Customers can see how products, such as clothing or cosmetics, look on them before making a purchase.
Operational Efficiency
Inventory Management: Retailers utilizing image recognition for inventory management experience a 35% reduction in stockouts and overstock situations. This technology helps in accurate tracking of inventory levels and automated restocking.
Shelf Monitoring: Image recognition enables real-time shelf monitoring, which can lead to a 50% reduction in out-of-stock items. Retailers can ensure shelves are always stocked and products are correctly placed, improving overall store efficiency.
Loss Prevention: With image recognition, retailers have seen a 30% decrease in shrinkage due to theft and fraud. This technology helps in monitoring store activities and identifying suspicious behavior.
Sales and Marketing
Customer Insights: Image recognition provides valuable customer insights, leading to a 40% improvement in targeted marketing campaigns. Retailers can analyze customer behavior and preferences to tailor marketing strategies effectively.
In-Store Navigation: Implementing image recognition for in-store navigation has resulted in a 20% increase in average time spent in the store. Customers can easily find products, promotions, and deals, enhancing their shopping experience.
Product Discoverability: Retailers report a 25% boost in product discoverability and sales by incorporating image recognition into their mobile apps and online platforms. Customers can upload images to search for similar products, driving engagement and purchases.
Image recognition is revolutionizing the retail sector by providing advanced tools to enhance customer experience, improve operational efficiency, and drive sales.
The global key manufacturers of Image Recognition in Retail include IBM, AWS, Google, Microsoft, Trax, Intelligence Retail, VistBasic, Snap2Insight and Intel, etc. in 2023, the global top five players have a share approximately % in terms of revenue.
We surveyed the Image Recognition in Retail companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.
Total Market by Segment:
Global Image Recognition in Retail Market, by Type, 2018-2023, 2024-2032 ($ millions)
Global Image Recognition in Retail Market Segment Percentages, by Type, 2023 (%)
Global Image Recognition in Retail Market, by Application, 2018-2023, 2024-2032 ($ millions)
Global Image Recognition in Retail Market Segment Percentages, by Application, 2023 (%)
- Security and Surveillance
- Vision Analytics
- Marketing and Advertising
- Others
Global Image Recognition in Retail Market, By Region and Country, 2018-2023, 2024-2032 ($ Millions)
Global Image Recognition in Retail Market Segment Percentages, By Region and Country, 2023 (%)
- North America
- US
- Canada
- Mexico
- Europe
- Germany
- France
- U.K.
- Italy
- Russia
- Nordic Countries
- Benelux
- Rest of Europe
- Asia
- China
- Japan
- South Korea
- Southeast Asia
- India
- Rest of Asia
- South America
- Brazil
- Argentina
- Rest of South America
- Middle East & Africa
- Turkey
- Israel
- Saudi Arabia
- UAE
- Rest of Middle East & Africa
Competitor Analysis
The report also provides analysis of leading market participants including:
- Key companies Image Recognition in Retail revenues in global market, 2018-2023 (estimated), ($ millions)
- Key companies Image Recognition in Retail revenues share in global market, 2023 (%)
key players include:
- IBM
- AWS
- Google
- Microsoft
- Trax
- Intelligence Retail
- VistBasic
- Snap2Insight
- Intel
- NVidia Corporation
- NEC
- DEDI LLC
Outline of Major Chapters:
Chapter 1: Introduces the definition of Image Recognition in Retail, market overview.
Chapter 2: Global Image Recognition in Retail market size in revenue.
Chapter 3: Detailed analysis of Image Recognition in Retail company competitive landscape, revenue and market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6: Sales of Image Recognition in Retail in regional level and country level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space of each country in the world.
Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 8: The main points and conclusions of the report.
| Report Attributes |
Report Details |
| Report Title |
Image Recognition in Retail Market, Global Outlook and Forecast 2024-2032 |
| Historical Year |
2018 to 2022 (Data from 2010 can be provided as per availability) |
| Base Year |
2023 |
| Forecast Year |
2031 |
| Number of Pages |
60 Pages |
| Customization Available |
Yes, the report can be customized as per your need. |
TABLE OF CONTENTS
1 Introduction to Research & Analysis Reports
1.1 Image Recognition in Retail Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Image Recognition in Retail Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
1.5.1 Research Methodology
1.5.2 Research Process
1.5.3 Base Year
1.5.4 Report Assumptions & Caveats
2 Global Image Recognition in Retail Overall Market Size
2.1 Global Image Recognition in Retail Market Size: 2022 VS 2032
2.2 Global Image Recognition in Retail Market Size, Prospects & Forecasts: 2018-2032
2.3 Key Market Trends, Opportunity, Drivers and Restraints
2.3.1 Market Opportunities & Trends
2.3.2 Market Drivers
2.3.3 Market Restraints
3 Company Landscape
3.1 Top Image Recognition in Retail Players in Global Market
3.2 Top Global Image Recognition in Retail Companies Ranked by Revenue
3.3 Global Image Recognition in Retail Revenue by Companies
3.4 Top 3 and Top 5 Image Recognition in Retail Companies in Global Market, by Revenue in 2022
3.5 Global Companies Image Recognition in Retail Product Type
3.6 Tier 1, Tier 2 and Tier 3 Image Recognition in Retail Players in Global Market
3.6.1 List of Global Tier 1 Image Recognition in Retail Companies
3.6.2 List of Global Tier 2 and Tier 3 Image Recognition in Retail Companies
4 Market Sights by Product
4.1 Overview
4.1.1 By Type - Global Image Recognition in Retail Market Size Markets, 2022 & 2032
4.1.2 On-Premises
4.1.3 Cloud Based
4.2 By Type - Global Image Recognition in Retail Revenue & Forecasts
4.2.1 By Type - Global Image Recognition in Retail Revenue, 2018-2023
4.2.2 By Type - Global Image Recognition in Retail Revenue, 2024-2032
4.2.3 By Type - Global Image Recognition in Retail Revenue Market Share, 2018-2032
5 Sights by Application
5.1 Overview
5.1.1 By Application - Global Image Recognition in Retail Market Size, 2022 & 2032
5.1.2 Security and Surveillance
5.1.3 Vision Analytics
5.1.4 Marketing and Advertising
5.1.5 Others
5.2 By Application - Global Image Recognition in Retail Revenue & Forecasts
5.2.1 By Application - Global Image Recognition in Retail Revenue, 2018-2023
5.2.2 By Application - Global Image Recognition in Retail Revenue, 2024-2032
5.2.3 By Application - Global Image Recognition in Retail Revenue Market Share, 2018-2032
6 Sights by Region
6.1 By Region - Global Image Recognition in Retail Market Size, 2022 & 2032
6.2 By Region - Global Image Recognition in Retail Revenue & Forecasts
6.2.1 By Region - Global Image Recognition in Retail Revenue, 2018-2023
6.2.2 By Region - Global Image Recognition in Retail Revenue, 2024-2032
6.2.3 By Region - Global Image Recognition in Retail Revenue Market Share, 2018-2032
6.3 North America
6.3.1 By Country - North America Image Recognition in Retail Revenue, 2018-2032
6.3.2 US Image Recognition in Retail Market Size, 2018-2032
6.3.3 Canada Image Recognition in Retail Market Size, 2018-2032
6.3.4 Mexico Image Recognition in Retail Market Size, 2018-2032
6.4 Europe
6.4.1 By Country - Europe Image Recognition in Retail Revenue, 2018-2032
6.4.2 Germany Image Recognition in Retail Market Size, 2018-2032
6.4.3 France Image Recognition in Retail Market Size, 2018-2032
6.4.4 U.K. Image Recognition in Retail Market Size, 2018-2032
6.4.5 Italy Image Recognition in Retail Market Size, 2018-2032
6.4.6 Russia Image Recognition in Retail Market Size, 2018-2032
6.4.7 Nordic Countries Image Recognition in Retail Market Size, 2018-2032
6.4.8 Benelux Image Recognition in Retail Market Size, 2018-2032
6.5 Asia
6.5.1 By Region - Asia Image Recognition in Retail Revenue, 2018-2032
6.5.2 China Image Recognition in Retail Market Size, 2018-2032
6.5.3 Japan Image Recognition in Retail Market Size, 2018-2032
6.5.4 South Korea Image Recognition in Retail Market Size, 2018-2032
6.5.5 Southeast Asia Image Recognition in Retail Market Size, 2018-2032
6.5.6 India Image Recognition in Retail Market Size, 2018-2032
6.6 South America
6.6.1 By Country - South America Image Recognition in Retail Revenue, 2018-2032
6.6.2 Brazil Image Recognition in Retail Market Size, 2018-2032
6.6.3 Argentina Image Recognition in Retail Market Size, 2018-2032
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Image Recognition in Retail Revenue, 2018-2032
6.7.2 Turkey Image Recognition in Retail Market Size, 2018-2032
6.7.3 Israel Image Recognition in Retail Market Size, 2018-2032
6.7.4 Saudi Arabia Image Recognition in Retail Market Size, 2018-2032
6.7.5 UAE Image Recognition in Retail Market Size, 2018-2032
7 Image Recognition in Retail Companies Profiles
7.1 IBM
7.1.1 IBM Company Summary
7.1.2 IBM Business Overview
7.1.3 IBM Image Recognition in Retail Major Product Offerings
7.1.4 IBM Image Recognition in Retail Revenue in Global Market (2018-2023)
7.1.5 IBM Key News & Latest Developments
7.2 AWS
7.2.1 AWS Company Summary
7.2.2 AWS Business Overview
7.2.3 AWS Image Recognition in Retail Major Product Offerings
7.2.4 AWS Image Recognition in Retail Revenue in Global Market (2018-2023)
7.2.5 AWS Key News & Latest Developments
7.3 Google
7.3.1 Google Company Summary
7.3.2 Google Business Overview
7.3.3 Google Image Recognition in Retail Major Product Offerings
7.3.4 Google Image Recognition in Retail Revenue in Global Market (2018-2023)
7.3.5 Google Key News & Latest Developments
7.4 Microsoft
7.4.1 Microsoft Company Summary
7.4.2 Microsoft Business Overview
7.4.3 Microsoft Image Recognition in Retail Major Product Offerings
7.4.4 Microsoft Image Recognition in Retail Revenue in Global Market (2018-2023)
7.4.5 Microsoft Key News & Latest Developments
7.5 Trax
7.5.1 Trax Company Summary
7.5.2 Trax Business Overview
7.5.3 Trax Image Recognition in Retail Major Product Offerings
7.5.4 Trax Image Recognition in Retail Revenue in Global Market (2018-2023)
7.5.5 Trax Key News & Latest Developments
7.6 Intelligence Retail
7.6.1 Intelligence Retail Company Summary
7.6.2 Intelligence Retail Business Overview
7.6.3 Intelligence Retail Image Recognition in Retail Major Product Offerings
7.6.4 Intelligence Retail Image Recognition in Retail Revenue in Global Market (2018-2023)
7.6.5 Intelligence Retail Key News & Latest Developments
7.7 VistBasic
7.7.1 VistBasic Company Summary
7.7.2 VistBasic Business Overview
7.7.3 VistBasic Image Recognition in Retail Major Product Offerings
7.7.4 VistBasic Image Recognition in Retail Revenue in Global Market (2018-2023)
7.7.5 VistBasic Key News & Latest Developments
7.8 Snap2Insight
7.8.1 Snap2Insight Company Summary
7.8.2 Snap2Insight Business Overview
7.8.3 Snap2Insight Image Recognition in Retail Major Product Offerings
7.8.4 Snap2Insight Image Recognition in Retail Revenue in Global Market (2018-2023)
7.8.5 Snap2Insight Key News & Latest Developments
7.9 Intel
7.9.1 Intel Company Summary
7.9.2 Intel Business Overview
7.9.3 Intel Image Recognition in Retail Major Product Offerings
7.9.4 Intel Image Recognition in Retail Revenue in Global Market (2018-2023)
7.9.5 Intel Key News & Latest Developments
7.10 NVidia Corporation
7.10.1 NVidia Corporation Company Summary
7.10.2 NVidia Corporation Business Overview
7.10.3 NVidia Corporation Image Recognition in Retail Major Product Offerings
7.10.4 NVidia Corporation Image Recognition in Retail Revenue in Global Market (2018-2023)
7.10.5 NVidia Corporation Key News & Latest Developments
7.11 NEC
7.11.1 NEC Company Summary
7.11.2 NEC Business Overview
7.11.3 NEC Image Recognition in Retail Major Product Offerings
7.11.4 NEC Image Recognition in Retail Revenue in Global Market (2018-2023)
7.11.5 NEC Key News & Latest Developments
7.12 DEDI LLC
7.12.1 DEDI LLC Company Summary
7.12.2 DEDI LLC Business Overview
7.12.3 DEDI LLC Image Recognition in Retail Major Product Offerings
7.12.4 DEDI LLC Image Recognition in Retail Revenue in Global Market (2018-2023)
7.12.5 DEDI LLC Key News & Latest Developments
8 Conclusion
9 Appendix
9.1 Note
9.2 Examples of Clients
9.3 Disclaimer
LIST OF TABLES & FIGURES
List of Tables
Table 1. Image Recognition in Retail Market Opportunities & Trends in Global Market
Table 2. Image Recognition in Retail Market Drivers in Global Market
Table 3. Image Recognition in Retail Market Restraints in Global Market
Table 4. Key Players of Image Recognition in Retail in Global Market
Table 5. Top Image Recognition in Retail Players in Global Market, Ranking by Revenue (2022)
Table 6. Global Image Recognition in Retail Revenue by Companies, (US$, Mn), 2018-2023
Table 7. Global Image Recognition in Retail Revenue Share by Companies, 2018-2023
Table 8. Global Companies Image Recognition in Retail Product Type
Table 9. List of Global Tier 1 Image Recognition in Retail Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Image Recognition in Retail Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 11. By Type ? Global Image Recognition in Retail Revenue, (US$, Mn), 2022 & 2032
Table 12. By Type - Image Recognition in Retail Revenue in Global (US$, Mn), 2018-2023
Table 13. By Type - Image Recognition in Retail Revenue in Global (US$, Mn), 2024-2032
Table 14. By Application ? Global Image Recognition in Retail Revenue, (US$, Mn), 2022 & 2032
Table 15. By Application - Image Recognition in Retail Revenue in Global (US$, Mn), 2018-2023
Table 16. By Application - Image Recognition in Retail Revenue in Global (US$, Mn), 2024-2032
Table 17. By Region ? Global Image Recognition in Retail Revenue, (US$, Mn), 2022 & 2032
Table 18. By Region - Global Image Recognition in Retail Revenue (US$, Mn), 2018-2023
Table 19. By Region - Global Image Recognition in Retail Revenue (US$, Mn), 2024-2032
Table 20. By Country - North America Image Recognition in Retail Revenue, (US$, Mn), 2018-2023
Table 21. By Country - North America Image Recognition in Retail Revenue, (US$, Mn), 2024-2032
Table 22. By Country - Europe Image Recognition in Retail Revenue, (US$, Mn), 2018-2023
Table 23. By Country - Europe Image Recognition in Retail Revenue, (US$, Mn), 2024-2032
Table 24. By Region - Asia Image Recognition in Retail Revenue, (US$, Mn), 2018-2023
Table 25. By Region - Asia Image Recognition in Retail Revenue, (US$, Mn), 2024-2032
Table 26. By Country - South America Image Recognition in Retail Revenue, (US$, Mn), 2018-2023
Table 27. By Country - South America Image Recognition in Retail Revenue, (US$, Mn), 2024-2032
Table 28. By Country - Middle East & Africa Image Recognition in Retail Revenue, (US$, Mn), 2018-2023
Table 29. By Country - Middle East & Africa Image Recognition in Retail Revenue, (US$, Mn), 2024-2032
Table 30. IBM Company Summary
Table 31. IBM Image Recognition in Retail Product Offerings
Table 32. IBM Image Recognition in Retail Revenue (US$, Mn) & (2018-2023)
Table 33. IBM Key News & Latest Developments
Table 34. AWS Company Summary
Table 35. AWS Image Recognition in Retail Product Offerings
Table 36. AWS Image Recognition in Retail Revenue (US$, Mn) & (2018-2023)
Table 37. AWS Key News & Latest Developments
Table 38. Google Company Summary
Table 39. Google Image Recognition in Retail Product Offerings
Table 40. Google Image Recognition in Retail Revenue (US$, Mn) & (2018-2023)
Table 41. Google Key News & Latest Developments
Table 42. Microsoft Company Summary
Table 43. Microsoft Image Recognition in Retail Product Offerings
Table 44. Microsoft Image Recognition in Retail Revenue (US$, Mn) & (2018-2023)
Table 45. Microsoft Key News & Latest Developments
Table 46. Trax Company Summary
Table 47. Trax Image Recognition in Retail Product Offerings
Table 48. Trax Image Recognition in Retail Revenue (US$, Mn) & (2018-2023)
Table 49. Trax Key News & Latest Developments
Table 50. Intelligence Retail Company Summary
Table 51. Intelligence Retail Image Recognition in Retail Product Offerings
Table 52. Intelligence Retail Image Recognition in Retail Revenue (US$, Mn) & (2018-2023)
Table 53. Intelligence Retail Key News & Latest Developments
Table 54. VistBasic Company Summary
Table 55. VistBasic Image Recognition in Retail Product Offerings
Table 56. VistBasic Image Recognition in Retail Revenue (US$, Mn) & (2018-2023)
Table 57. VistBasic Key News & Latest Developments
Table 58. Snap2Insight Company Summary
Table 59. Snap2Insight Image Recognition in Retail Product Offerings
Table 60. Snap2Insight Image Recognition in Retail Revenue (US$, Mn) & (2018-2023)
Table 61. Snap2Insight Key News & Latest Developments
Table 62. Intel Company Summary
Table 63. Intel Image Recognition in Retail Product Offerings
Table 64. Intel Image Recognition in Retail Revenue (US$, Mn) & (2018-2023)
Table 65. Intel Key News & Latest Developments
Table 66. NVidia Corporation Company Summary
Table 67. NVidia Corporation Image Recognition in Retail Product Offerings
Table 68. NVidia Corporation Image Recognition in Retail Revenue (US$, Mn) & (2018-2023)
Table 69. NVidia Corporation Key News & Latest Developments
Table 70. NEC Company Summary
Table 71. NEC Image Recognition in Retail Product Offerings
Table 72. NEC Image Recognition in Retail Revenue (US$, Mn) & (2018-2023)
Table 73. NEC Key News & Latest Developments
Table 74. DEDI LLC Company Summary
Table 75. DEDI LLC Image Recognition in Retail Product Offerings
Table 76. DEDI LLC Image Recognition in Retail Revenue (US$, Mn) & (2018-2023)
Table 77. DEDI LLC Key News & Latest Developments
List of Figures
Figure 1. Image Recognition in Retail Segment by Type in 2022
Figure 2. Image Recognition in Retail Segment by Application in 2022
Figure 3. Global Image Recognition in Retail Market Overview: 2022
Figure 4. Key Caveats
Figure 5. Global Image Recognition in Retail Market Size: 2022 VS 2032 (US$, Mn)
Figure 6. Global Image Recognition in Retail Revenue, 2018-2032 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Image Recognition in Retail Revenue in 2022
Figure 8. By Type - Global Image Recognition in Retail Revenue Market Share, 2018-2032
Figure 9. By Application - Global Image Recognition in Retail Revenue Market Share, 2018-2032
Figure 10. By Type - Global Image Recognition in Retail Revenue, (US$, Mn), 2022 & 2032
Figure 11. By Type - Global Image Recognition in Retail Revenue Market Share, 2018-2032
Figure 12. By Application - Global Image Recognition in Retail Revenue, (US$, Mn), 2022 & 2032
Figure 13. By Application - Global Image Recognition in Retail Revenue Market Share, 2018-2032
Figure 14. By Region - Global Image Recognition in Retail Revenue Market Share, 2018-2032
Figure 15. By Country - North America Image Recognition in Retail Revenue Market Share, 2018-2032
Figure 16. US Image Recognition in Retail Revenue, (US$, Mn), 2018-2032
Figure 17. Canada Image Recognition in Retail Revenue, (US$, Mn), 2018-2032
Figure 18. Mexico Image Recognition in Retail Revenue, (US$, Mn), 2018-2032
Figure 19. By Country - Europe Image Recognition in Retail Revenue Market Share, 2018-2032
Figure 20. Germany Image Recognition in Retail Revenue, (US$, Mn), 2018-2032
Figure 21. France Image Recognition in Retail Revenue, (US$, Mn), 2018-2032
Figure 22. U.K. Image Recognition in Retail Revenue, (US$, Mn), 2018-2032
Figure 23. Italy Image Recognition in Retail Revenue, (US$, Mn), 2018-2032
Figure 24. Russia Image Recognition in Retail Revenue, (US$, Mn), 2018-2032
Figure 25. Nordic Countries Image Recognition in Retail Revenue, (US$, Mn), 2018-2032
Figure 26. Benelux Image Recognition in Retail Revenue, (US$, Mn), 2018-2032
Figure 27. By Region - Asia Image Recognition in Retail Revenue Market Share, 2018-2032
Figure 28. China Image Recognition in Retail Revenue, (US$, Mn), 2018-2032
Figure 29. Japan Image Recognition in Retail Revenue, (US$, Mn), 2018-2032
Figure 30. South Korea Image Recognition in Retail Revenue, (US$, Mn), 2018-2032
Figure 31. Southeast Asia Image Recognition in Retail Revenue, (US$, Mn), 2018-2032
Figure 32. India Image Recognition in Retail Revenue, (US$, Mn), 2018-2032
Figure 33. By Country - South America Image Recognition in Retail Revenue Market Share, 2018-2032
Figure 34. Brazil Image Recognition in Retail Revenue, (US$, Mn), 2018-2032
Figure 35. Argentina Image Recognition in Retail Revenue, (US$, Mn), 2018-2032
Figure 36. By Country - Middle East & Africa Image Recognition in Retail Revenue Market Share, 2018-2032
Figure 37. Turkey Image Recognition in Retail Revenue, (US$, Mn), 2018-2032
Figure 38. Israel Image Recognition in Retail Revenue, (US$, Mn), 2018-2032
Figure 39. Saudi Arabia Image Recognition in Retail Revenue, (US$, Mn), 2018-2032
Figure 40. UAE Image Recognition in Retail Revenue, (US$, Mn), 2018-2032
Figure 41. IBM Image Recognition in Retail Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 42. AWS Image Recognition in Retail Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 43. Google Image Recognition in Retail Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 44. Microsoft Image Recognition in Retail Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 45. Trax Image Recognition in Retail Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 46. Intelligence Retail Image Recognition in Retail Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 47. VistBasic Image Recognition in Retail Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 48. Snap2Insight Image Recognition in Retail Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 49. Intel Image Recognition in Retail Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 50. NVidia Corporation Image Recognition in Retail Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 51. NEC Image Recognition in Retail Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 52. DEDI LLC Image Recognition in Retail Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
