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The Rise of China AI Computer Vision Industry
Computer vision is the largest Artificial Intelligence (AI) sub-segment globally in terms of patents filed and thus a key driver of China’s AI industry. Advancement in computing power both at the edge and on the cloud allows rapid improvement in the deployment of computer vision models. China has the second-largest AI industry globally, with a market size estimated to be over RMB100 billion in 2019, according to Deloitte. In this article, we will explore China’s AI computer vision industry by explaining what computer vision is as well as the ample application opportunities it has.
Understanding Computer Vision
Computer vision is a field under AI, and its earliest development started with research in US colleges in the late 1960s. Fundamentally it works on the recovery of the three-dimensional structure of the world from images and uses this towards full scene understanding. Machine learning is one of the techniques used to develop algorithms for computer vision, and it is also widely used to construct models in other AI applications such as natural language processing.
Ample Application Opportunities for Computer Vision
Surveillance is the earliest adopter of computer vision, as firms have been focusing on providing integrated hardware and software surveillance solutions to local governments in the past few years. Computer vision accounted for about 68% of the total vision industry in China in 2017. There are plenty of opportunities for computer vision technologies to penetrate multiple industries in China. Companies are exploring applications in areas such as healthcare, autonomous driving, and smart retails. We will take a closer look at some key areas to apply computer vision below.
Surveillance – Computer Vision to Drive More Application Scenarios
In surveillance, we have end-to-end solution providers such as Hikvision, Dahua, and Huawei, which supply everything from front to back end hardware and software. Several startups focus on the development of vision algorithms such as SenseTime, Megvii (Face++), and YITU. Tech giants, such as Alibaba, focuses more on back-end software services to support the entire architecture. Companies are able to add new functionalities to surveillance as both hardware (AI chips, edge computing) and software (algorithms, architecture) continue to improve rapidly. This will unlock a new world of more intelligent surveillance in property management, smart city, and smart home.
Mobile Internet – AI enabling Multiple Functions behind Smartphones
Computer vision technology enables key functions on smartphones, such as improving the image quality of smartphone cameras, facial recognition for payment and phone security, AR applications, and space recognition. Startups like SenseTime and Megvii license their algorithms to smartphone manufacturers and application developers. Tech giants like Huawei and Bytedance also develop in-house algorithms for various smartphone vision applications.
Logistics – Start from Smart Warehouse
The smart warehouse is an entry point for the industry as computer vision technology is relatively more mature to build a complete solution. The ultimate goal is full autonomy in logistics which depends on progress in autonomous driving. Gao Gong Industry Institute (GGII) estimates China’ smart warehouse industry to be a RMB195 Bn market by 2023. The next generation smart warehouse can leverage on computer vision technology in multiple areas:
- Automated guided vehicles (AGV) are used to maneuver items in the warehouse, and startups like Geek+ and Quicktron have launched competitive solutions.
- Dimensioning weighting scanning (DWS) system is used to sort parcels by collecting a range of data points through cameras and sensors. Companies like Hikvision and Megvii have this as part of their integrated solutions.
- Intelligent surveillance cameras can be used to monitor real-time resource allocation and detect security breaches.
Chinese companies have established a solid ecosystem around computer vision in surveillance. We think computer vision technologies will be applied in more areas such as healthcare, autonomous driving, and smart retail, etc. We believe it is still early days for commercialization and monetization of the technology and remain confident about the outlook of the industry.In conclusion, we believe there is still headroom for growth in the industrial laser industry in China. Although market share is still dominated by foreign players like IPG, many Chinese local players are catching up in their respective target markets and are expected to benefit from this growing sector.
The mentioned companies are strictly for educational and fund marketing purposes only. For more information on our product offering, please refer to our website.
Disclaimer
This document is intended for Hong Kong investors only. This material is neither an offer to sell nor solicitation to buy a security to any person in any jurisdiction where such solicitation, offer, purchase or sale would be unlawful under the laws of that jurisdiction. Investment involves risk.
The information in this material is based on sources we believe to be reliable but we do not guarantee the accuracy of completeness of the information provided. This material has not been reviewed by SFC and shall only be circulated in countries where it is permitted.
This material is intended solely for your private use and shall not be reproduced or recirculated either in whole or in part, without the written permission of Mirae Asset Global Investments. This document has been prepared for presentation, illustration and discussion purposes only and is not legally binding. Whilst compiled from sources Mirae Asset Global Investments believes to be accurate, no representation, warranty, assurance or implication to the accuracy, completeness or adequacy from defect of any kind is made. The division, group, subsidiary or affiliate of Mirae Asset Global Investments which produced this document shall not be liable to the recipient or controlling shareholders of the recipient resulting from its use. The views and information discussed or referred in this report are as of the date of publication, are subject to change and may not reflect the current views of the writer(s). The views expressed represent an assessment of market conditions at a specific point in time, are to be treated as opinions only and should not be relied upon as investment advice regarding a particular investment or markets in general. In addition, the opinions expressed are those of the writer(s) and may differ from those of other Mirae Asset Global Investments’ investment professionals.
The provision of this document shall not be deemed as constituting any offer, acceptance, or promise of any further contract or amendment to any contract which may exist between the parties. The issuer of this article is Mirae Asset Global Investments (HK) Limited (“we”) which we may or our managed funds may hold the mentioned securities. It should not be distributed to any other party except with the written consent of Mirae Asset Global Investments. Nothing herein contained shall be construed as granting the recipient whether directly or indirectly or by implication, any license or right, under any copy right or intellectual property rights to use the information herein. This document may include reference data from third-party sources and Mirae Asset Global Investments has not conducted any audit, validation, or verification of such data. Mirae Asset Global Investments accepts no liability for any loss or damage of any kind resulting out of the unauthorized use of this document. Investment involves risk. Past performance figures are not indicative of future performance. Forward-looking statements are not guarantees of performance. The information presented is not intended to provide specific investment advice. Please carefully read through the offering documents and seek independent professional advice before you make any investment decision. Products, services, and information may not be available in your jurisdiction and may be offered by affiliates, subsidiaries, and/or distributors of Mirae Asset Global Investments as stipulated by local laws and regulations. Please consult with your professional adviser for further information on the availability of products and services within your jurisdiction.
Hong Kong: This material is prepared by Mirae Asset Global Investments (HK) Limited (Mirae HK). Mirae HK is regulated by the SFC (CE reference: ALK083).
Australia: The information contained on this document is provided by Mirae Asset Global Investments (HK) Limited (“MAGIHK”), which is exempt from the requirement to hold an Australian financial services license under the Corporations Act 2001 (Cth) (Corporations Act) pursuant to ASIC Class Order 03/1103 (Class Order) in respect of the financial services it provides to wholesale clients (as defined in the Corporations Act) in Australia. MAGIHK is regulated by the Securities and Futures Commission of Hong Kong under Hong Kong laws, which differ from Australian laws. Pursuant to the Class Order, this document and any information regarding MAGIHK and its products is strictly provided to and intended for Australian wholesale clients only. By accessing this document and any information or content contained in it, you represent that you are a ‘wholesale client’ under the Corporations Act. This document is strictly for information purposes only and does not constitute a representation that any investment strategy is suitable or appropriate for an investor’s individual circumstances. Further, this document should not be regarded by investors as a substitute for independent professional advice or the exercise of their own judgement. The contents of this document is prepared and maintained by Mirae Asset Global Investments (HK) Limited and has not been reviewed by the Australian Investments & Securities Commission. No part of this publication may be reproduced in any form, or referred to in any other publication, without express written permission of MAGI HK. Copyright 2020. All rights reserved.
The Rise of China AI Computer Vision Industry
Computer vision is the largest Artificial Intelligence (AI) sub-segment globally in terms of patents filed and thus a key driver of China’s AI industry. Advancement in computing power both at the edge and on the cloud allows rapid improvement in the deployment of computer vision models. China has the second-largest AI industry globally, with a market size estimated to be over RMB100 billion in 2019, according to Deloitte. In this article, we will explore China’s AI computer vision industry by explaining what computer vision is as well as the ample application opportunities it has.
Understanding Computer Vision
Computer vision is a field under AI, and its earliest development started with research in US colleges in the late 1960s. Fundamentally it works on the recovery of the three-dimensional structure of the world from images and uses this towards full scene understanding. Machine learning is one of the techniques used to develop algorithms for computer vision, and it is also widely used to construct models in other AI applications such as natural language processing.
Ample Application Opportunities for Computer Vision
Surveillance is the earliest adopter of computer vision, as firms have been focusing on providing integrated hardware and software surveillance solutions to local governments in the past few years. Computer vision accounted for about 68% of the total vision industry in China in 2017. There are plenty of opportunities for computer vision technologies to penetrate multiple industries in China. Companies are exploring applications in areas such as healthcare, autonomous driving, and smart retails. We will take a closer look at some key areas to apply computer vision below.
Surveillance – Computer Vision to Drive More Application Scenarios
In surveillance, we have end-to-end solution providers such as Hikvision, Dahua, and Huawei, which supply everything from front to back end hardware and software. Several startups focus on the development of vision algorithms such as SenseTime, Megvii (Face++), and YITU. Tech giants, such as Alibaba, focuses more on back-end software services to support the entire architecture. Companies are able to add new functionalities to surveillance as both hardware (AI chips, edge computing) and software (algorithms, architecture) continue to improve rapidly. This will unlock a new world of more intelligent surveillance in property management, smart city, and smart home.
Mobile Internet – AI enabling Multiple Functions behind Smartphones
Computer vision technology enables key functions on smartphones, such as improving the image quality of smartphone cameras, facial recognition for payment and phone security, AR applications, and space recognition. Startups like SenseTime and Megvii license their algorithms to smartphone manufacturers and application developers. Tech giants like Huawei and Bytedance also develop in-house algorithms for various smartphone vision applications.
Logistics – Start from Smart Warehouse
The smart warehouse is an entry point for the industry as computer vision technology is relatively more mature to build a complete solution. The ultimate goal is full autonomy in logistics which depends on progress in autonomous driving. Gao Gong Industry Institute (GGII) estimates China’ smart warehouse industry to be a RMB195 Bn market by 2023. The next generation smart warehouse can leverage on computer vision technology in multiple areas:
- Automated guided vehicles (AGV) are used to maneuver items in the warehouse, and startups like Geek+ and Quicktron have launched competitive solutions.
- Dimensioning weighting scanning (DWS) system is used to sort parcels by collecting a range of data points through cameras and sensors. Companies like Hikvision and Megvii have this as part of their integrated solutions.
- Intelligent surveillance cameras can be used to monitor real-time resource allocation and detect security breaches.
Chinese companies have established a solid ecosystem around computer vision in surveillance. We think computer vision technologies will be applied in more areas such as healthcare, autonomous driving, and smart retail, etc. We believe it is still early days for commercialization and monetization of the technology and remain confident about the outlook of the industry.In conclusion, we believe there is still headroom for growth in the industrial laser industry in China. Although market share is still dominated by foreign players like IPG, many Chinese local players are catching up in their respective target markets and are expected to benefit from this growing sector.
The mentioned companies are strictly for educational and fund marketing purposes only. For more information on our product offering, please refer to our website.
Disclaimer
This document is intended for Hong Kong investors only. This material is neither an offer to sell nor solicitation to buy a security to any person in any jurisdiction where such solicitation, offer, purchase or sale would be unlawful under the laws of that jurisdiction. Investment involves risk.
The information in this material is based on sources we believe to be reliable but we do not guarantee the accuracy of completeness of the information provided. This material has not been reviewed by SFC and shall only be circulated in countries where it is permitted.
This material is intended solely for your private use and shall not be reproduced or recirculated either in whole or in part, without the written permission of Mirae Asset Global Investments. This document has been prepared for presentation, illustration and discussion purposes only and is not legally binding. Whilst compiled from sources Mirae Asset Global Investments believes to be accurate, no representation, warranty, assurance or implication to the accuracy, completeness or adequacy from defect of any kind is made. The division, group, subsidiary or affiliate of Mirae Asset Global Investments which produced this document shall not be liable to the recipient or controlling shareholders of the recipient resulting from its use. The views and information discussed or referred in this report are as of the date of publication, are subject to change and may not reflect the current views of the writer(s). The views expressed represent an assessment of market conditions at a specific point in time, are to be treated as opinions only and should not be relied upon as investment advice regarding a particular investment or markets in general. In addition, the opinions expressed are those of the writer(s) and may differ from those of other Mirae Asset Global Investments’ investment professionals.
The provision of this document shall not be deemed as constituting any offer, acceptance, or promise of any further contract or amendment to any contract which may exist between the parties. The issuer of this article is Mirae Asset Global Investments (HK) Limited (“we”) which we may or our managed funds may hold the mentioned securities. It should not be distributed to any other party except with the written consent of Mirae Asset Global Investments. Nothing herein contained shall be construed as granting the recipient whether directly or indirectly or by implication, any license or right, under any copy right or intellectual property rights to use the information herein. This document may include reference data from third-party sources and Mirae Asset Global Investments has not conducted any audit, validation, or verification of such data. Mirae Asset Global Investments accepts no liability for any loss or damage of any kind resulting out of the unauthorized use of this document. Investment involves risk. Past performance figures are not indicative of future performance. Forward-looking statements are not guarantees of performance. The information presented is not intended to provide specific investment advice. Please carefully read through the offering documents and seek independent professional advice before you make any investment decision. Products, services, and information may not be available in your jurisdiction and may be offered by affiliates, subsidiaries, and/or distributors of Mirae Asset Global Investments as stipulated by local laws and regulations. Please consult with your professional adviser for further information on the availability of products and services within your jurisdiction.
Hong Kong: This material is prepared by Mirae Asset Global Investments (HK) Limited (Mirae HK). Mirae HK is regulated by the SFC (CE reference: ALK083).
Australia: The information contained on this document is provided by Mirae Asset Global Investments (HK) Limited (“MAGIHK”), which is exempt from the requirement to hold an Australian financial services license under the Corporations Act 2001 (Cth) (Corporations Act) pursuant to ASIC Class Order 03/1103 (Class Order) in respect of the financial services it provides to wholesale clients (as defined in the Corporations Act) in Australia. MAGIHK is regulated by the Securities and Futures Commission of Hong Kong under Hong Kong laws, which differ from Australian laws. Pursuant to the Class Order, this document and any information regarding MAGIHK and its products is strictly provided to and intended for Australian wholesale clients only. By accessing this document and any information or content contained in it, you represent that you are a ‘wholesale client’ under the Corporations Act. This document is strictly for information purposes only and does not constitute a representation that any investment strategy is suitable or appropriate for an investor’s individual circumstances. Further, this document should not be regarded by investors as a substitute for independent professional advice or the exercise of their own judgement. The contents of this document is prepared and maintained by Mirae Asset Global Investments (HK) Limited and has not been reviewed by the Australian Investments & Securities Commission. No part of this publication may be reproduced in any form, or referred to in any other publication, without express written permission of MAGI HK. Copyright 2020. All rights reserved.
Disclaimer & Information for Investors
No distribution, solicitation or advice: This document is provided for information and illustrative purposes and is intended for your use only. It is not a solicitation, offer or recommendation to buy or sell any security or other financial instrument. The information contained in this document has been provided as a general market commentary only and does not constitute any form of regulated financial advice, legal, tax or other regulated service.
The views and information discussed or referred in this document are as of the date of publication. Certain of the statements contained in this document are statements of future expectations and other forward-looking statements. Views, opinions and estimates may change without notice and are based on a number of assumptions which may or may not eventuate or prove to be accurate. Actual results, performance or events may differ materially from those in such statements. In addition, the opinions expressed may differ from those of other Mirae Asset Global Investments’ investment professionals.
Investment involves risk: Past performance is not indicative of future performance. It cannot be guaranteed that the performance of the Fund will generate a return and there may be circumstances where no return is generated or the amount invested is lost. It may not be suitable for persons unfamiliar with the underlying securities or who are unwilling or unable to bear the risk of loss and ownership of such investment. Before making any investment decision, investors should read the Prospectus for details and the risk factors. Investors should ensure they fully understand the risks associated with the Fund and should also consider their own investment objective and risk tolerance level. Investors are advised to seek independent professional advice before making any investment.
Sources: Information and opinions presented in this document have been obtained or derived from sources which in the opinion of Mirae Asset Global Investments (“MAGI”) are reliable, but we make no representation as to their accuracy or completeness. We accept no liability for a loss arising from the use of this document.
Products, services and information may not be available in your jurisdiction and may be offered by affiliates, subsidiaries and/or distributors of MAGI as stipulated by local laws and regulations. Please consult with your professional adviser for further information on the availability of products and services within your jurisdiction. This document is issued by Mirae Asset Global Investments (HK) Limited and has not been reviewed by the Securities and Futures Commission.
Information for EU investors pursuant to Regulation (EU) 2019/1156: This document is a marketing communication and is intended for Professional Investors only. A Prospectus is available for the Mirae Asset Global Discovery Fund (the “Company”) a société d'investissement à capital variable (SICAV) domiciled in Luxembourg structured as an umbrella with a number of sub-funds. Key Investor Information Documents (“KIIDs”) are available for each share class of each of the sub-funds of the Company.
The Company’s Prospectus and the KIIDs can be obtained from www.am.miraeasset.eu/fund-literature . The Prospectus is available in English, French, German, and Danish, while the KIIDs are available in one of the official languages of each of the EU Member States into which each sub-fund has been notified for marketing under the Directive 2009/65/EC (the “UCITS Directive”). Please refer to the Prospectus and the KIID before making any final investment decisions.
A summary of investor rights is available in English from www.am.miraeasset.eu/investor-rights-summary.
The sub-funds of the Company are currently notified for marketing into a number of EU Member States under the UCITS Directive. FundRock Management Company can terminate such notifications for any share class and/or sub-fund of the Company at any time using the process contained in Article 93a of the UCITS Directive.
Australia: The information contained in this document is provided by Mirae Asset Global Investments (HK) Limited (“MAGIHK”), which is exempted from the requirement to hold an Australian financial services license under the Corporations Act 2001 (Cth) (Corporations Act) pursuant to ASIC Class Order 03/1103 (Class Order) in respect of the financial services it provides to wholesale clients (as defined in the Corporations Act) in Australia. MAGIHK is regulated by the Securities and Futures Commission of Hong Kong under Hong Kong laws, which differ from Australian laws. Pursuant to the Class Order, this document and any information regarding MAGIHK and its products is strictly provided to and intended for Australian wholesale clients only. The contents of this document is prepared by Mirae Asset Global Investments (HK) Limited and has not been reviewed by the Australian Investments & Securities Commission.
Copyright 2021. All rights reserved. No part of this document may be reproduced in any form, or referred to in any other publication, without express written permission of Mirae Asset Global Investments (Hong Kong) Limited.