2022.2.7-2.13 AI industry weekly (issue 84): family responsibilities

Chapter one ：AI Life stage of the industry

It was mentioned in the last weekly report , Dabai is right 2019 year ~2022 year , The financing scale is B All below the wheel AI Company analysis .

This week, however, Dabai was talking about the two companies that are developing rapidly ： Think about technology 、 Innovative wisdom , From all channels （ You know 、 official account 、 Official website, etc ） Data collection 、 Disassemble their product logic , And technical details .

The whole process , Is very divergent , Because you need to grab some fine nodes in each content , Then sort out and form your own thinking framework .

But more and more feel , Initial positioning of different companies , about AI The importance of the company's future development prospects .

Different application fields , Different founder genes , Different management levels , All determine the development direction of the company .

Of course , because AI The industry is developing rapidly , That's all for threeorfour years , The whole industry is also groping , from V1.0 Take the algorithm as the core , Go to V2.0 Change with application value as the core .

So Dabai has been thinking ,AI What is the core competitiveness of the company ？

19 At the beginning of the year, I just changed my profession AI industry , Over the past three years , Involving hundreds of projects , Many application projects have also been launched .

But in a flash 3 In the past , Stand back in AI The crossroads of development , scene 、 product 、 How to design the architecture of the algorithm ？ How to make a choice , In the future , It's very important .

So Dabai always thinks ,2022 Years for oneself , It's a very important year . Selection of each step , All determine the direction of personal development in the next three years .

For example 19 When I changed careers in , Bai thought 2 After year 3 After year , In terms of personal development , What foundations need to be accumulated ？

So outside working hours , Made a lot of understanding about the industry 、 The accumulation of industry resources is helpful , This is what Dabai is doing AI Industry V1.0 Stage .

2022 The year is coming V2.0 Stage , But twoorthree years later , Get into V3.0 Stage , What kind of achievements do you want to achieve ？ What kind of foundation ？

These are all things that need self reflection , Then we can be right V2.0 Stage , What needs to be done to disassemble ？

Need traffic ？ Need customers ？ Need from 0 To 1 Practice ？ Verification of product architecture is required ？ Need the endorsement of the industry ？

V1.0 In the process of stage , Made a website 、 official account 、 You know 、 Short video 、 Face Sutra script, etc , Although it's painful , But these are V2.0 The foundation of the stage .

however V2.0 What needs to be done at this stage ？ These Dawei are about to start a new attempt .

I also hope that every fan of Dabai , Can do a good job in life planning , Keep trying , Walk steadily and tenaciously at every step .

Chapter 2 ： Family responsibilities

Take your father on weekends , I went to the hospital in Wuxi to see my knees , In the process of prescribing medicine , Suddenly mentioned one of the painkillers .

Because it's imported medicine , Father ate for a while before , The result is right , But I think it's expensive , And it stops , Chose another drug with slightly greater side effects .

Although in my opinion , It's not expensive , Even if you take three or five thousand pills a month , Can also easily afford , But my father may not think so .

Since childhood , For our hard work , Up to now , After retirement , What I want is how not to burden my children ？

Bai has never felt this way before , I always feel that as long as one person works hard , Parents help in the rear , Family can be happy .

But when parents step into 60 year , Body and energy are not as good as before .

At this time , Have to take care of their parents 、 Take care of children 、 The responsibility of the wife , Time and attention should be scattered , You can't just focus on your own things .

This is probably the stage we have to go through in our life , For everyone , Both realistic and have to face .

Previous weekly report , The great white society collages the essence of the week. , Put it in order 《 Great white AI Weekly Digest 》 in , Click to view .

What kind of project knowledge do you need in the later stage , You can go straight to Corresponding reading .

Dabai is there, too Continuously collect updates Video sharing of algorithm authors and professional experience of various projects , I hope you can improve Efficiency of exploration , Click to see .

Organize and summarize ： Jiang Dabai
Content cycle ：2022.2.7-2022.2.13
Synchronization official account ： Jiang Dabai

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1 Sorting out official account list

（1） I love computer vision
（2）Cver
（3）Datawhale
（4） qubits
（5） Polar market platform
（6） The new intellectual yuan
（7） Almost Human
（8）AI Algorithm and image processing
（9）Opencv School
（10）PaperWeekly
（11） Machine learning algorithm engineer
（12）AI Workshop
（13）GiantPandaCV
（14）AI Deep learning vision
（15） Online lab in July
（16） Lectures on the frontiers of artificial intelligence
（17）AI Technology Review
（18） Machine learning algorithm and Python Intensive research
（19）AIZOO
（20） Microsoft researcher AI headlines
（21）VALSE
（22）AI Algorithm training camp
（23） There are three AI
（24）AlWalker
（25）AI park
（26）AI AI beginners
（27） The way of computer vision
（28） Xiaobai studies vision
（29）HyperAI Supernerve
（30） Intellectual book boy
（31） Computer vision life
（32）CV circle

2 Summary of industry essays

2.1 Basic knowledge

2.1.1 Deep learning is related to

（1） Practical course | CNN Tuning summary
link ：https://mp.weixin.qq.com/s/UJZm3A54qeWLzAMXQ_x05Q

2.2 Research direction

2.2.1 object detection

（1） From small target to big target, you can catch them all ！ Ali proposed the first "light backbone heavy" Neck Lightweight target detector GiraffeDet
link ：https://mp.weixin.qq.com/s/-87HDyB8-FGY73-f5hcUqw
（2） detector backbone and neck Which is more important , The new work of Dharma hall has a different answer
link ：https://mp.weixin.qq.com/s/9hwP8QdKKGxPW9BAEsKnYg
（3） Multi-attribute object detection for rare aircraft data sets ： Use YOLOv5 Experimental process
link ：https://mp.weixin.qq.com/s/xRV4IOuAUyGrtU-yDsAHkA

2.2.2 Image segmentation

（1） Google's latest matting Algorithm ： Let the background blur the details to the hair ！ I feel like a SLR …
link ：https://mp.weixin.qq.com/s/x_MbJVFdn5BpD1HmmM6uZw

2.3 Opencv aspect

（1） Practical course ｜ be based on OpenCV Bar code area segmentation
link ：https://mp.weixin.qq.com/s/x_Eo5Kf3JH0caqkp6wdnog

3 industry & Expand reading dynamics

3.1 Industry trends

（1） Wu Enda's latest interview ！AI Data centric reasons
link ：https://mp.weixin.qq.com/s/R-AP0djz2axk3DDU0yBhGA
（2） Produced by Oxford University ： Random noise countermeasure training
link ：https://mp.weixin.qq.com/s/nAIUiOlyXmbopj7KLEBfZg
（3） Ten thousand words long text ！DeepMind Scientists conclude that 2021 Year of 15 High energy research
link ：https://mp.weixin.qq.com/s/ugdF-Q-d8ngKTrHF2vPA3A

3.2 Expanding reading

（1） Korea latest 「 Beauty yuancosmos 」 tipping Reddit！ The most powerful face changing artifact, beauty selfie, one click to comic
link ：https://mp.weixin.qq.com/s/6LsGMX9XgThyH4lKfSk3lA
（2）AI Superman racers are abusing human beings Nature cover ！1000 platform PS4 Training ,「 Sophie 」 Extreme overtaking dominates the track
link ：https://mp.weixin.qq.com/s/oQST1sh3sT5ysg9ItreeUQ
（3） For automatic driving , For Google NeRF The city of San Francisco was rebuilt in a virtual world
link ：https://mp.weixin.qq.com/s/GRMx1fJK_PpDzAFsrTJfcw
（4） Using human heart cells to make robot fish , Swimming faster than real fish , New Harvard research is on the Science
link ：https://mp.weixin.qq.com/s/qTROYo4hf4_REpZkDqZesA
（5） Behind the Chinese team's gold medal 「AI Sign language interpreter 」： First time on duty , Sign language can be understood beyond 90%
link ：https://mp.weixin.qq.com/s/3yuv4BJKLC8xWmsY7RjO0w

4 Basic knowledge of

（1）​Linux Strongest summary ！
link ：https://mp.weixin.qq.com/s/NgsQ0viZSqBG-gWz9EBgSw
（2） Detailed explanation AI Accelerator （ Two ）： Why is it AI The golden age of accelerators ？
link ：https://mp.weixin.qq.com/s/dPPqhdoCDJMiA8gdEiWgsQ