2021「AI China 」 Selection

2022 year 1 In June, various organizations frequently released ”2021 Annual research report “, It's really that the flowers are getting more and more charming . Come and have a look today , The heart of the machine 2021 Annual selection , Those who dig in the industry AI What are companies that apply value doing .

The company with the strongest technical strength TOP 10

When it comes to technical strength , Several big Internet companies in China are on the list , Not surprised .

Alibaba has a wide range of affiliated companies and businesses , Its application of artificial intelligence involves many aspects , Such as intelligent software 、 Intelligent Transportation 、 Intelligent medical treatment 、 Intelligent Internet of things 、 Intelligent logistics 、 Intelligent manufacturing 、 Smart enterprise services 、 Intelligent entertainment 、 Smart home 、 Intelligent travel 、 Smart retail, etc .

The slightly unfamiliar one should be Bosch , It's not the Internet company we know , But one engaged in automobile and intelligent transportation technology 、 Industrial technology 、 Industrial enterprises of consumer goods and energy and construction technology . Bosch mainly produces and sells auto parts in China 、 Household appliances 、 Industrial transmission and control technology 、 Security and communication systems, etc . Bosch mainly focuses on smart home 、 Internet traffic, etc. are added with artificial intelligence functions , And in the development and production of AI Technology products and solutions .

The most promising start-up TOP 10

From the companies founded within three years , According to the financing 、 The size of the enterprise 、 Operational efficiency 、 R&d spending 、 Technology reserve 、 Customers' resources, etc 10 One of the most promising startups . List 10 Home company , Yes 4 Home is committed to intelligent transportation （ Automatically / unmanned ）, Yes 2 Home focuses on smart chips , Yes 2 Home positioning intelligent security （ The Internet 、 Data security, etc ）, Yes 1 Home is to focus on intelligent manufacturing （ Robot vision technology ）, be left over 1 This company is a provider of privacy computing power .

The best AI company TOP 30

At present, artificial intelligence companies with mature business models and good performance growth , There are creative talents in common 、 Company nine 、 Laiye Technology 、 Bright vision 、 Lingchuang Zhixin 、 Well quickly 、 Kuang depending on science and technology 、 Rong Lianyun 、 Thomson technology 、 Vibe robot 、 Yidu Technology 、 Shadow spectrum technology 、 30 enterprises such as youbiselect technology .

The strongest technology ecology TOP 10

The strongest technology ecology ： At present, it has a leading technology ecology , Not only in the international community to obtain a certain understanding , And have mature products or services in at least one market segment . Alibaba cloud is the strongest technology ecosystem 、 Anmou Technology 、 Baidu 、 Huawei 、 Chihiro position 、 Acoustic network Agora、 tencent 、 NVIDIA and other organizations . Baidu's 2 A technological ecology ： Apollo and the flying oars , Benchmark the automatic driving platform and the industrial level in-depth learning platform respectively . Huawei's 2 A technological ecology ： Shengsi MindSpore It's a full scene AI frame , Currently used in medical 、 Finance 、 Scientific research and other fields , Provide convenient and efficient development experience ; Rise Ascend It is a full stack based on Huawei's processors and basic software AI Computing infrastructure 、 Industry applications and services . The space-time intelligent ecosystem of Chihiro location , It provides positioning services based on the positioning data of Beidou satellite system , Currently used in smart cities 、 Intelligent driving 、 Intelligent agriculture 、 Intelligent mine and other industries , The total number of global users exceeds 10 Billion .

Annual open source event TOP 10

Count in detail 2021 year AI High impact representative events of the developer community , Let's see what has unique reference value for open source ecological operation . You can see , Pre training big model has become the development trend of open source , For example, Pangu of Huawei α, Dharma Hall AliceMind, Of the tide “ Source 1.0”, Paidaxing of Tencent , Baidu ERNIE-M Both have made major breakthroughs in the field of naturallanguageprocessing .

• 2021 year 4 month , Huawei and Pengcheng laboratory open source 2000 100 million parameter Chinese pre training model Pangu α

• 2021 year 5 month , Baidu open source framework propeller 2.1 Version release trillion level graph retrieval engine

• 2021 year 6 month , Open source deep language model system of Ali Dharma Academy AliceMind, Sweep the list of six authorities

• 2021 year 7 month , Anmou technology joint industry leading enterprise was established ONIA, Jointly build the world's first open source instruction set architecture for neural network processors NPUISA

• 2021 year 7 month , The team of Peking University has researched it by itself AI frame 「 River Map 」（Hetu） Official open source

• 2021 year 8 month ,DeePMD－kitv2．0．0 Release （DeePMD,DeepPotentialMolecularDynamics, Deep potential molecular dynamics ）

• 2021 year 10 month , Inspur release 「 Source 1．0」 Open source open plan , Open model API、 High quality Chinese data sets and related codes

• 2021 year 10 month , Tencent open source super large pre training system paidaxing , Use heterogeneous memory management methods to overcome difficulties 「GPU Memory wall 」

• 2021 year 11 month , Huawei Euler operating system , Millions of lines of code contribute to the open source community

• 2021 year 12 month , Baidu multilingual pre training model ERNIE－M Official open source

The most commercially valuable solution TOP 30

From the perspective of business value, which solutions have achieved good revenue in the market and have been recognized by the market . There are... On the list 360OS Complex complex 、 Baiying technology 、 B & B technology 、 Drops travel 、 Titanium 、 Sea sky auspicious sound 、 Huakong qingjiao 、 China HP 、 Lenovo China 、 Hkust xunfei 、 Micro cloud artificial intelligence 、 Bright vision 、 Real intelligence 、 Zero rhino Technology 、 Indimand 、PIXMoving And so on . Enterprises will combine artificial intelligence with machine learning 、 Deep learning is used in various application scenarios , Accelerate the completion of digital transformation of enterprises , Landing intelligent business , The main directions involved include security computing 、 Autopilot 、 Data management platform 、 Enterprise service 、AI monitoring 、 robot 、 Medical testing 、 Smart finance, etc .

For example, Chapter 9 cloud pole is aimed at the traditional financial industry , utilize AI Technology to establish an automated data science platform , Solve small and micro credit risk control 、 Anti fraud 、 Investment research 、 recommend 、 User behavior analysis 、 Precision marketing 、 Customer churn alerts and other business scenarios . Automatically preprocess data in explicit scenarios 、 Automatic modeling 、 Automatic parameter adjustment 、 Automatic model evaluation 、 Automatic model optimization 、 Automatic update, etc , Reduce the need for business analysts 、 Manual feature engineering is highly dependent on traditional machine learning algorithms .

The most innovative landing case TOP 30

How to use artificial intelligence technology to help customers improve at least one of their main business indicators , Significantly improve its market competitiveness ？ This list has been completed in the past two years and has produced landing results 30 Intelligent scenario cases . From the cooperation cases between major AI companies and customer companies , Involving health care 、 logistics 、 Industrial quality inspection 、AI Customer service 、 Intelligent monitoring 、 Intelligent government affairs, etc .

Personally, I think this case is very innovative , It also has social significance . Campus bullying is a hot social issue , Sound dividing tower technology This company designs campus anti bullying AI The alarm makes sense , In particular, alarm signals can also be transmitted in the blind area of campus security monitoring , There is no need to manually trigger . The main difficulty in the case is the collection and processing of voice data , A method of speech information decomposition is proposed for speech recognition , Improve the modeling ability of low resource languages , It can also identify the language of the speaker 、 Pronunciation, emotion and other paralinguistic information .

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