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Alibaba cloud has laid the foundation of AI, and more developers have come to the front desk

2020-12-07 21:46:18 Alicloud developers

brief introduction : It's not just cutting-edge intelligent technology exploration , We should also create products like visual open platform , Turning AI into a technology that everyone can reach .


I haven't been with the star pupil for a long time ( Xie xuansong ) Deal with , His identity has been changing before . From the early image search, pailitao founder members , To the industry's first intelligent design product, the technical director of Luban , Go back to the back and study medicine AI Technical director of . The exploration and application experience of these cutting-edge technologies , Make him look like a serial innovator .

Now? , Star pupil has a new identity —— Person in charge of Alibaba cloud visual intelligence open platform . I've been working hard for the past year or so , He and his partners completed the platform from 0 To 1 Build , And went online more than 150 individual API Interface .

Star pupil is not an example . The team members of the visual intelligence open platform also have similar background and experience . While the outside world is still speculating, Ali AI What kind of exploration are experts doing , They've already opened up new frontiers —— It's not just cutting-edge intelligent technology exploration , We should also create products like visual open platform , Turning AI into a technology that everyone can reach .

It also leads to another kind of business story script . More and more algorithm experts are going behind the scenes , Integrate the original technical capabilities into an open platform , Let more creative people only need a little technical foundation , It is possible to develop valuable AI application .

Alicloud visual intelligence open platform has its origin
2016 year ,AlphaGo Beat Li Shishi . The wave of artificial intelligence is sweeping the world , Become “ On the tall ”IT Technology is synonymous with . Every family is famous AI Behind the company , There are many “AI Industry leader ” Sit down .AI The topic of talent resources being scrambled by giants has always been talked about with relish . The industry is booming , The scarcity of talent , every AI Daniel's movements have attracted the attention of the circle . There's a lot of fighting , It's not only raising the industry's salary to eight figures a year , It's also rising AI The threshold of application .

AI The concept is hot , But when it comes to applications AI It's easy to be cold . High application costs , It restricts the popularization and large-scale application of artificial intelligence technology . From all kinds of coercion and AI Come to talk about... With family ties AI Color change , It took only three years .

Star Tong is in the industry , I also feel this change . And 2015 Compared to , The AI industry is developing rapidly , It's widely used in government 、 Finance 、 Medical care 、 traffic 、 retail 、 Industry 、 Manufacturing and other fields . There is data showing , To 2020 The annual market size may reach 710 One hundred million yuan , Year on year growth is about 44.5%. As one of the three elements in the field of artificial intelligence , The cost of computing power is also falling dramatically , from 2014 Year to 2020 year , Chip prices have fallen by nearly 70%, It provides the soil for the rapid development of artificial intelligence technology in this decade and finally commercial use . here , Look at the industry , For small companies , Build a top technology team , Launch an operating system level internal common platform , from 0 To 1 Complete the whole set of AI Application development , In this way AI The story is no longer beautiful . Instead, it's using AI technology , Transform traditional industries or applications 、 The need to improve the efficiency of the industry is constantly emerging . It also means launching AI The market demand of intelligent open platform is gradually mature .

On the other side , The whole Alibaba Group has a large number of R & D personnel around the visual technology in e-commerce 、 City brain 、 Financial payments 、 Transportation and logistics 、 Communication Conference 、 The new retail 、 Entertainment and other industries application needs , Many products and solutions have been contributed to the world , Among them, there are many basic visual abilities . meanwhile , Many of Alibaba's internal businesses , Such as Taobao 、 Tmall 、 Youku and many other star products have visual ability, and the support behind them has a large number of users , These visual intelligence technology capabilities have been thoroughly tempered . But early , These visual technologies are not converged together .

therefore , The idea of building alicloud visual intelligent open platform came into being .2019 year 8 month , Led by the visual technology group of Alibaba Group , The open platform as a key campaign started , This plan has also been obtained, including Vice President of Alibaba 、 Hua Xiansheng, head of the city brain Laboratory of Dharma academy, and other upper level support , This also coincides with star pupil's judgment all the time .

After star Tong takes the lead in launching the project , We got it quickly, including Taoxi 、 youku 、 Ants inside 20 Support from multiple project teams with computer vision experience .

After a quarter of research and development ,2019 year 12 month 20 Japan , The first version of visual intelligence open platform was officially launched . In the planning of star pupil , Platform positioning is visual AI Capacity opening center and capacity reproduction center , It can also be seen as a supply Library of visual intelligence core components . These parts have their own , That is, the Alibaba team developed by itself ; There are also third-party suppliers , That is, provided by ecological partners or other relevant parties . secondly , Open platform is also an efficiency tool , There are a lot of scenarios , It can help developers develop landing products more efficiently . Open platforms are two-way , It can be used both internally and externally , It is mainly for the development and application of visual intelligence technology , Provide it with good use 、 Easy to use 、 Pratt & Whitney's visual intelligence API service , Help businesses 、 Developers quickly build up the application ability of visual intelligence technology .

It's not easy to achieve such a plan . One side , When the team wants to bring more capabilities online in a shorter period of time , Need to mobilize the support of other business colleagues . It's not just about infrastructure 、 Document case 、 All kinds of testing and other basic work , Market research is also needed , Combine the scene and market demand to produce , The amount of development work is very large .

On the other hand , When the power of machine vision comes from everywhere , First of all, you need to verify these API Whether it can meet the requirements of public ability . So , The platform has developed a special algorithm access specification , It includes the classification of visual ability , At the same time, in order to ensure online API The quality of the , Also set up the evaluation mechanism , Would be right API To evaluate the performance of , Only when we meet certain standards can we go online . in fact , R & D period , There are also multiple teams developing API, Because of the performance 、 Packaging and other aspects are not up to standard , Refused to go online .

With the joint efforts of the team , The platform is constantly updated .2020 year 4 The second edition of this month . As of this year 9 month , There has been a total of 150 Multiple visual correlations API For online , And quickly get developers favor , The amount of daily adjustment increased rapidly .

Alibaba cloud's visual intelligent open platform
When Alibaba cloud launched the visual intelligence open platform , The industry has been around third parties AI Open platform discussion . Building an open visual intelligence platform with alicloud characteristics has become a new topic in front of you .

Star Tong will analyze it with you , Visual intelligence open platform The original intention is to assist developers in various industries to reduce costs and improve efficiency 、 Help innovation . The advantage of Alibaba cloud visual intelligence open platform lies in : One is easy to use , Relying on Alibaba cloud's intelligent and solid infrastructure services , To provide a standard of universal access AI Ability , It's easy to use ; Second, professional , Dharma Institute scientists and group professional engineers ; Third, it is practical , Online visual technology is tested by Alibaba's massive scenes and best cases ; Fourth, comprehensive , The platform integrates scale 、 diversification 、 Scene vision AI Ability , Provide one-stop capability selection for developers and users .

Open platform should be based on visual fundamentals ( distinguish 、 testing 、 Division 、 Generation, etc ) Through the Dharma Institute, etc., to build core basic capabilities , Again, apply fundamentals to the target ( written words 、 goods 、 Content 、 Industry scene, etc ) Make the best case in China , Constantly provide users with a variety of visual AI Atomic power , Include : Image recognition 、 Character recognition 、 Video understanding and other basic visual technologies . The open platform will open Alibaba's practical experience of visual intelligence technology to developers and users of visual applications , Let them choose relevant capabilities on the alicloud visual platform , Self packaging products 、 Services or solutions , Meet the application requirements of itself or end users . At present, there are about 15 Categories: 、150 Ability , Focus on visual understanding 、 Visual production, etc , Provide “ major 、 diverse 、 Easy to use ” Tools for , Help innovation , Help developers try and error quickly 、 Low cost trial and error . This also realizes the original intention of Pratt & Whitney to a certain extent .

In addition to meeting the technical ecological coverage , A major advantage of public cloud platform is the cost performance capability of scale , We hope to make the cost as universal as possible . In the products that have been published , The platform takes some free strategies . These free strategies are based on the output of “ Ability ” Different but different , For example, some are based on the amount of , Some press QPS How many? , The platform gives a certain degree of free quota , It can basically meet some users with low requirements .

Of course ,AI We need to be inclusive , Also consider market demand . Based on visual Fundamentals , The team did the relevant analysis , It's planned “ Market driven capabilities ” R & D process , Try to choose “ It's big enough to be practical ” The ability of , For example, with “ understand ” The relevant capabilities have obvious universality and universality , And from the visual demand side analysis , Looking for the most widely used visual scene , For example, the video is in B End 、C End applications , And the ability to combine the characteristics of Ali . Finally, these capabilities at the intersection of the two points , Such as vehicle detection 、 Object segmentation 、OCR、 Product identification, etc , It has also become the first popular model on the platform API.

in fact , This process , also ” Give back in disguise “ The team involved in the platform construction , The platform has also become the verification of these capabilities and products “ Experimental fields ”. In the past , A lot of algorithmic Engineers , Often don't think about matching user needs 、 Real world test , but API When you need to go online and open the platform , It means that we can't just look at it from an academic point of view 、 Imagine your own scene and start , To do research and development , It also means the formation of a market driven R & D mechanism .

When AI Experts go behind the scenes , More developers are coming to the front desk
Xing Tong mentioned in an interview that , On the first day of the launch of alicloud visual intelligence open platform, it was deeply linked with developers through Alibaba cloud Tianchi platform , High quality interaction with each other .

2020 year , As the mainstream in China AI Developer community , Alibaba cloud Tianchi platform and Alibaba cloud visual intelligence open platform , There was a show to “ No industry, No AI” The theme of AI Developer innovation app competition . period , The team named Qiming Tongxing , With the power of the platform , Developed a product for the blind travel escort . The team developed a special rotation interaction mode for the blind , With the help of GPS Gode positioning navigation 、 Images on the open platform of visual intelligence 、 written words 、 Color recognition and other algorithms , Help blind users identify environmental information 、 Traffic information 、 Object information, etc , meanwhile , Relying on the video customer service staff of volunteers and physical disabilities to supplement , Finally, it has reached the goal of escorting the blind .

To achieve products that are available to the blind , It means that we have to develop “ All things recognize ” Computer vision technology . But development can be implemented AI Technology application , Obviously it's not an easy thing , It's not easy to get a cow 、 It's hard to accumulate training data 、 The optimization algorithm takes time , Technical threshold 、 Capital threshold 、 The threshold of computational power is high , It's daunting . For teams that are good at interaction and user experience , It's not easy . With the help of Alibaba cloud visual intelligence open platform , The team doesn't have time 4 The prototype was completed in a month Demo Development of .

Such a story , There's a lot more on the platform . Alibaba cloud visual intelligence open platform provides high availability 、 High reliability AI Algorithm , Greatly reduce the developer's development difficulty and development cycle ,“ Low code ” You can create AI application . The owner of the team lightning の Magic house , The participants are high school students , Through the relevant algorithms of alicloud visual intelligent open platform, the development of video tools is realized .

When the Dharma experts went behind the scenes , More developers are coming to the front desk . in fact , The experts behind the scenes , There is another way to challenge technology .

In the eyes of the star pupil , In the future, the open platform needs to be further “ Make thick ”. One side , Further explore industry capabilities , According to the industry, constantly enrich the industry capacity , This could mean opening up the data 、 Model 、 The algorithm gives the user , Let users train themselves . On the other hand , It may also try to do more solutions .

Now? , Such related algorithms have also been online on the platform , More new algorithms are still on the way ……

Link to the original text :https://36kr.com/p/983396483124615
In this paper, from 36kr, Forward with the authority of the author

Alibaba cloud vision intelligent open platform (vision.aliyun.com) It is based on Alibaba's practical experience in visual intelligence technology , For the development and application users of visual intelligence technology , Provide it with good use 、 Easy to use 、 Pratt & Whitney's visual intelligence API Service platform , At present, the platform is free of charge 150+ Kind of AI Call permissions for capabilities , Don't hesitate , Come and experience it !

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Link to the original text :https://developer.aliyun.com/article/778839?

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