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Nowadays, artificial intelligence gradually integrates with human senses such as sound and vision, making communication between people more convenient. However, it is still challenging to integrate artificial intelligence with human touch.

To solve this problem, Meta AI and Carnegie Mellon University successfully developed a multifunctional, replaceable and durable tactile skin, and named it ReSkin. It can quickly improve the tactile sensing accuracy and sensitivity of the machine in the application process.

(Source:Proceedings of Machine Learning Research )

Related papers are titled "Multifunctional, Replaceable and Lasting Touch Skin" (ReSkin：versatile，replaceable，lasting tactile skins) published in [1].

Matai visiting researcher Raunaq Buhanlan (Raunaq Bhirangi), Tess Hellebrex, postdoctoral fellow and scientist of Pittsburgh Yuan Artificial Intelligence Research Center (Tess Hellebrekers), Mel Majdi, Professor of Robotics Institute of Carnegie Mellon University (Carmel Majidi), Abbina Gupta, Associate Professor of Robotics Institute of Carnegie Mellon University (Abhinav Gupta) is the author of the paper.

It is mentioned in the paper that ReSkin relies on machine learning technology and magnetic sensing technology, and has the advantages of being cheap, multifunctional, durable and replaceable. Specifically, ReSkin has low production cost, only 2-3mm thick, and can interact with the machine model more than 50,000 times. In addition, it has a high spatial-temporal resolution with an accuracy of 90%.Figure | ReSkin is the size of a coin and easy to manufacture (Source:PMLR)

Thin and high-precision specifications make it suitable for all kinds of machines, such as robot hands, tactile gloves, arm sleeves, etc. For specific processes, ReSkin can also provide tactile signals (high frequency) for the sliding, throwing, catching and clapping operations of the machine.

When Reskin is applied to different products, a large amount of relevant data will be generated, which can help researchers improve their tactile perception ability in AI systems.

Figure | Frequency changes of sensors applying ReSkin under different magnetic fields (Source:Proceedings of Machine Learning Research)

For example, ReSkin is an elastic sheet that can change its shape and contains magnetic particles. When its shape changes, it will release different magnetic signals. Researchers can use magnetometer to measure these changes, and use data-driven technology to convert the measured data into information such as contact position and applied force.

At present, many tactile sensing experiments are limited to one sensor level. This is because every time ReSkin is replaced, the machine needs to build a new model, which reduces the transmission efficiency.

Moreover, in different scenarios, each sensor needs to be thoroughly calibrated with the initial calibration procedure to match its individual response. This means that the calibration procedure must also adapt to these changes. In addition, as time goes by, soft skin like ReSkin will deform and need to be replaced, so it is difficult to popularize and apply it to different interactive scenarios.

In order to simplify the replacement process of Reskin, the researchers made innovations in three aspects.

Firstly, the researcher separates the internal circuit of the sensor from the passive interface, and does not need to be electrically connected with the traditional measuring electronic equipment. This operation effectively improves the sensitivity of the sensor, and it is as simple as sticking a sticker when replacing worn ReSkin.

Secondly, the researchers use the output data of several sensors to improve the model mapping. Through this operation, researchers can use a higher data diversity training model. This helps the sensor to output more effective and generalized data.

Thirdly, thanks to the self-supervised learning mode of the machine, researchers don’t have to collect calibration data for each new sensor, but use a small amount of unlabeled data to automatically fine-tune the sensor.

It is known that the existing camera-based tactile sensor requires a very small contact distance between the surface and the camera, which leads to a heavier machine. In contrast, ReSkin can cover the hands and arms of humans and robots, which facilitates researchers to develop multifunctional, expandable and inexpensive tactile modules. This is impossible for the existing artificial intelligence tactile system.

In order to highlight the practical value of ReSkin and show its unique charm of promoting the development of artificial intelligence, researchers apply it to different machine scenes. From grasping tiny objects to measuring the force exerted by the dog’s feet, from building a continuous ReSkin with wide coverage to measuring the field contact force, ReSkin has shown its extremely high flexibility and practicality.

Although researchers have demonstrated the technical advantages of ReSkin in contact location and force prediction, ReSkin still has great development potential in the future.

The experiment of this paper is based on the single-point contact of the machine, and the goal of scientists is to further study the application of ReSkin under multi-point contact. Another interesting future development direction is to specifically analyze the influence of external magnetic field and metal objects on ReSkin’s perception ability.

In addition, based on ReSkin’s high time resolution of 400Hz, researchers can make use of this advantage and use dynamic time series data to create better machine models. In a word, scientists believe that ReSkin will promote the machine’s touch perception ability and be able to apply it to practice.

References:

1.https://arxiv.org/abs/2111.00071

2.https://ai.facebook.com/blog/reskin-a-versatile-replaceable-low-cost-skin-for-ai-research-on-tactile-perception/

On October 27th, 2022, makeU Kindergarten, a private Vanke kindergarten in Pudong New Area, Shanghai, officially started its class. It used the mode of "building blocks+physical programming" to bring unprecedented artificial intelligence experience to children.

This is the first class of "Building Block Robot+Physical Programming" in kindergarten. Children can’t wait to open the makeU robot suit in their hands. Under the guidance of the teacher, they build the ideal robot shape step by step, and gradually form the ability of space construction in hands-on practice.

Large-sized blocks are more suitable for teaching in early childhood. In simple block insertion and disassembly, children gradually master the structural knowledge such as interlocking structure and balance structure.

Through the teacher’s lively and interesting explanation, the children have a preliminary understanding of the building block programming robots in their hands: controllers, motors, ultrasonic sensors … In the practice of one interesting project, robots gradually become friends of children, and science and technology are no longer unfamiliar concepts and symbols, so that children can grow up with artificial intelligence from an early age.

When the children are proficient in programming methods, they start a wonderful programming journey with makeU reading pen in their hands.

"Forward, backward, ultrasonic lights on!" Under a series of programming instructions, the robot in the child’s hand "came alive" instantly, and accurately executed the action according to the logical instructions spliced by the child. In this way, the seeds of science and technology are buried in children’s hearts, expecting children to continue watering them with scientific enthusiasm.

The application of artificial intelligence in preschool education is the development trend of future school education reform. Whale robot innovates the form of preschool education activities, adopts the trinity teaching of "play-learn-practice", combines classroom knowledge absorption with challenging activities, fully mobilizes children’s interest, enhances children’s self-confidence, and cultivates children’s ability to solve problems and resist setbacks.

The robot provides products, teaching, training and competition for children’s artificial intelligence education, and the four-in-one comprehensive support is convenient for the kindergarten to carry out teaching activities. The comprehensive toys for children’s programming in Pudong Kindergarten are the ones in the program.

usage scenario

? Literacy promotion class? Special class

program objective

? Cultivate children with core competitiveness.

Curriculum system

Curriculum implementation

? Teach by asking and learn actively.

? CBL(Creation-based Learning) Teaching Method

Core suit

Can meet the requirements of small, middle and large classes in kindergartens,3 years, 6 semestersComprehensive materials.

? Adjustable activity site model

The park used in the package can participate in the officially organized scientific and technological activities and the assessment of children’s artificial intelligence literacy level for free.

Partial product display (makeU 1002)

? Control and electronic components

? Components and auxiliary materials

? Control and electronic components

1. Children’s programming enlightenment toys

usage scenario

? Garden-based courses? Home linkage

2. Artificial intelligence regional games

usage scenario

? Science district? Intelligence area

? Construction area? Programming area

3. Artificial intelligence function room

usage scenario

? 3~6 years old science and technology activities? Game organization

? Show

4. Design of artificial intelligence environment

usage scenario

? Creation of Science and Technology Innovation Environment for Kindergarten in Science District

whalechildEducational robotadvantage

Children’s artificial intelligence enlightenment

The robot will walk with you.

Want to consult children’s artificial intelligence education series products,

Solve problems related to solutions,

Welcome:

1. Call for advice

2. WeChat official account left a message backstage.

We will arrange to answer your questions as soon as possible!

How many content creators keep up late to cut videos of liver explosion? Have you ever thought that one day we can get rid of this heavy work and be done by AI instead? In fact, judging from the development status of AIGC industry, the above imagination is entirely possible to become a reality, and it may be in the near future.

From the perspective of Xiaobian, the content editing industry will go through three stages of development, and we are currently in the initial state of the second stage.

The first stage: pure manual editing

In the traditional sense, it is the manual editing of staying up late to burst the liver. The quality of editing depends on the level of editors and the time spent. This stage is characterized by "high labor intensity" and "a lot of repetitive work". It is precisely because of this pain point that with the progress of technology, the pain point of "excessive physical labor" was first solved by AI. After all, what AI is best at is simple and repetitive labor.

The second stage: manual +AI collaboration stage

AI is good at simple and repetitive movements, but AI is not only good at simple and repetitive movements. So the development of video editing industry has entered the stage of "manual +AI collaborative editing". From the clipping used in our daily life to some commercial clips in the toB field, we can see that AI smart clips are active among them.

Watson, an artificial intelligence system of IBM, edited the trailer for the sci-fi thriller movie Morgan as early as 2016. The technical team collected 100 thriller movie trailers for Watson to machine learn. Watson’s unique training model tagged the details of these trailers, such as picture, audio, scene connection, sound configuration, etc., decomposed and learned one by one, and assigned them to its own creative model. Finally, Watson successfully used the trained data model to select materials from 90-minute movies, and edited them into a 6-minute trailer, which was successfully put into use for film announcement.

Up to now, this kind of intelligent matching tool platform has evolved to the extreme, and ordinary users can simply use AI function for intelligent editing. On the local AI intelligent graphic-to-video platform, one frame per second is the highest, and the user inputs the edited copy. AI will automatically perform intelligent picture matching from the platform’s powerful online material library, presenting its own intelligent video generation results in seconds, and matching all-round details such as pictures, dubbing, subtitles, etc. in one stop. Users can directly export and use it with simple confirmation, especially in the production of popular science content and simple sharing content with low editing difficulty.

At the same time, AI, as an auxiliary tool of intelligent editing, is also blooming in the development direction. At present, all kinds of AI-enabled editing software emerge in an endless stream, some of which support intelligent graphic-to-video, some of which focus on recording and cutting, and some of which can simulate the voice of the user for dubbing modification and adjustment. The "scoop" can also be quickly corrected through AI. In short, the current AI intelligent editing industry is in a thriving development trend. It can be said that with the progress and integration of technology, AI will be fully involved in the field of intelligent editing, and our video editing work will be greatly released.

The third stage: pure AI editing stage

In the future, AI will run video editing in the whole process, even the currently difficult "audit" work. This is a bold idea put forward by Xiaobian, which has certain subjectivity. The main idea of this view is that the compliance and rigor of AI creation are unmatched by human editing. At present, AI editing is still in the primary stage, so human assistance is needed in content review and sensitive screen screening. However, the speed and capacity of AI learning is far beyond that of human beings. With a large number of legal provisions and review rules being learned by AI, the whole process of video editing will be completed by AI.

AI can even avoid problems such as audit omission caused by human fatigue and negligence. Even, while recording and cutting, real-time synchronization, the completion of shooting is a piece of export, which is not completely impossible. In addition to the research and development of AI automatic editing software, there may be AI shooting intelligent hardware devices, workstations and other products in the future, so as to maximize the convenience of video production. The development of AI technology makes us more daring to imagine its bright future.

In addition, what really makes Xiaobian feel that the intelligent editing industry will eventually rise vigorously is that the existing problems "seem" are not problems, and AI will eventually break them one by one with strong technical strength. When the AI industry was just beginning to develop, we were worried that AI would replace some human jobs. At that time, the prediction given by the technology industry was that "art, creativity and other jobs that need to exert human imagination will not be replaced".

However, at present, AI’s original painting has become a reality, and the field of artistic creativity has become the first industry to be impacted. It can be seen that AI’s "imagination" is far beyond our imagination, and the speed of technology iterative update is much faster than expected. The future is really coming.

Founded in 2018, Wuhan Xianshi Technology Co., Ltd. is a technology-driven company. Its business segments include shared charging treasure, shared charging pile, unmanned container, life service, aggregate payment business, cloud computing and other industrial fields. With independent development capability, strong technical team, customer service team and rich experience in operation and promotion management, we are committed to the research and development of Internet technology and artificial intelligence equipment.

The city’s fresh technology sharing WiFi pays more attention to landing operation, which means that your customers are the end customers. All you have to do is push the ground, invite the merchants to settle in, and open the Wi-Fi code for the merchants (replace the Wi-Fi in the store). Paste the Wi-Fi code corresponding to the merchant according to the number of tables in the merchant’s store.

The business entry system is also divided into shares, which is quite attractive to developers or platform operators. Entering this area is completed by developers, because developers promote business entry with a share of profits.

For the platform operator, as long as the customers in the store scan the code to link WiFi successfully, you will get a profit, and this part of the profit is calculated automatically. Your profit is settled by Tencent’s traffic, and the following will form the effect of automatic operation. When others connect WiFi, you will get a profit, and the system operator will just enjoy the profit.

Chelsea have been paying attention to Nkunku for a long time. As many teams are eyeing this Leipzig Red Bull general, the Blues hope to win him first in the winter window. In this way, you can avoid joining the fierce battle for Ming Xia. The Blues know that it is not easy to take such an important player from Leipzig Red Bull in the middle of the season, and I’m afraid it will cost more money than Ming Xia. However, Chelsea is willing to do so, rather than wait until next summer to fight with other teams.

Nkunku has started 14 games in 15 games so far in the new season, and is the regular main force of the team. The data performance of scoring 10 goals and assisting once and participating in the team’s 16 goals is enough to show that this general is still in an excellent state in the new season, which is not much different from last season. As far as Leipzig Red Bull’s player operation strategy is concerned, the price-in-place area is, uh, no sale, but the club prefers to let Nkunku go at the end of the season, not in the middle. There was a player trade between Chelsea and Leipzig Red Bull. Werner is an example. At the beginning, the Blues met the buyout request of Leipzig Red Bull, and directly won Werner in full. This season, Leipzig Red Bull bought back, and Chelsea didn’t do much to block the price.

It can be seen that the two clubs still maintain a good relationship. Chelsea hope to use this relationship to persuade Leipzig Red Bull to let Nkunku go in the winter window, and the Blues will try their best to meet the requirements in terms of price. It is reported that Nkunku’s current transfer fee will reach 52 million pounds. It is reported that Chelsea has reached an agreement with the player on a five-year contract, but it has not yet been formally signed. Chelsea hope to finalize Nkunku’s joining as soon as possible to avoid big sleep. After all, there are many teams interested in Nkunku. Although an agreement has been reached with the players, after all, the contract has not been signed, and there will still be variables.

If the negotiations go well, the Blues even hope to reach an agreement with Leipzig Red Bull on the Nkunku deal before the World Cup starts. The current position of the Blues is to win Nkunku as soon as possible, while the Red Bull of Leipzig still insists on Ming Xia’s position of re-selling Nkunku. In addition to Nkunku, Chelsea also want to introduce another middle-front-back player, who is currently playing for Trossat in Brighton. When negotiating with Brighton about its coach Potter, the Blues noticed Trossat. This frontcourt player’s contract with Ming Xia will expire. If a team outside the Premier League persuades players to vote in January, then they can win it without a visa.

Now Atletico Madrid is very interested in Trossat, hoping to win the 27-year-old Argentine frontcourt attacker in the winter window. Chelsea will have to compete with Atletico Madrid, and the Blues have an advantage in the competition for Trossat. Porter had previously coached in Brighton and had a cooperative relationship with Trossat. If Porter contacts Trossat personally, the players will be more willing to vote. If he joins the Blues, Trossat doesn’t have to go to other leagues to get used to playing again. These are the advantages of Chelsea. However, Atletico won’t give up Trossat easily, and will make every effort to pursue it. The primary goal of Chelsea’s winter window is Nkunku, and Trossat is not the primary goal.

On October 16th, Beijing time, according to the latest report of the NBA’s famous Woshen, Golden State Warriors reached a contract renewal agreement with Poole and Wiggins at the same time. Poole signed a four-year contract of $140 million, while Wiggins significantly reduced his salary and signed a four-year contract of $109 million. Golden State Warriors spent $249 million to keep Poole and Wiggins at the same time, which is undoubtedly a huge surprise for Golden State Warriors’ road to championship in the next few years!

After the news of the famous God Woshen broke the news, according to several ESPN sources, Golden State Warriors and Jordan Poole formally reached a four-year and $140 million early contract renewal agreement. The guaranteed amount of the contract is USD 123 million, with an incentive clause. After the incentive clause is completed, the contract amount can be expanded to 140 million.

Jordan Poole was selected by Golden State Warriors with the 28th overall pick in the first round of the 2019 draft, and then signed a four-year, $10.09 million rookie contract with the Warriors. At present, there is one year left in the rookie contract, which is worth $3.9 million. The new contract will not take effect until the 2023-24 season. 2? In the 2001-22 regular season, Poole played 30 minutes per game with 18.5 points, 3.4 rebounds, 4 assists and 0.8 steals. In the playoffs, he played 27.5 minutes per game with 17.0 points, 2.8 rebounds, 3.8 assists and 0.8 steals.

Subsequently, the American media StatMuse exposed a set of data, ranking the top six in the average annual salary of 2019 rookie’s early contract renewal, and Morant, Zion and Garland’s average annual salary was $38.86 million, which tied for the top three. Poole’s average annual salary after renewal is as high as $35 million, ranking fourth, followed by Hiro’s average annual salary of $30 million and Barrett’s average annual salary of $26.79 million.

At the same time, after Poole’s 4-year contract extension of $140 million, Golden State Warriors will have four players with annual salary exceeding $28 million in 2023-24 season, and these four players are rookies cultivated by Golden State Warriors themselves: Curry’s annual salary is $52 million, Clay’s annual salary is $43 million, Poole’s annual salary is $35 million, and Chasing Dreams Green’s annual salary is $28 million. The success rate of rookie like Golden State can be said to be the only one in the league.

In addition, according to the famous story of God Wo, Golden State Warriors renewed their contract with All-Star Wiggins for four years, with a contract value of 109 million dollars. Wiggins will be tied with Golden State Warriors for five years, with a total contract value of 143 million dollars. Mouth Wiggins earned $33.6 million this season. The salary of the new contract will be reduced to $24.3 million in the first year and $26.3 million in the second year. Golden State Warriors gave Mouth Wiggins the option in the last year.

Kou Wiggins was the No.1 draft pick in 2014. On the day he was selected, he was traded to Timberwolves by Cavaliers. He stayed there for six years until he was traded to Golden State Warriors in 2020. In the 2021-22 season, Wiggins played the masterpiece of his career, averaging 17.2 points, 4.5 rebounds and 2.2 assists per game. He was selected as an NBA All-Star for the first time.

Wiggins’ performance in the playoffs was even more amazing, averaging 16.5 points, 7.5 rebounds and 1.8 assists per game, with a shooting percentage of 46.9%, a 3-point shooting percentage of 33.3% and a free throw percentage of 64.6%. His performance was comprehensive and stable. Wiggins’ total positive and negative value in the playoffs is as high as +140, which is superior to all playoff players, even higher than Curry, ranking first in the league!

After learning that Poole renewed the Golden State Warriors for $140 million in four years, many experts and fans thought Wiggins would leave, but Wiggins chose to reduce his salary by nearly $10 million a year and renew the Golden State Warriors. We have to sigh, Wiggins is sure to be true love to Golden State Warriors, but Golden State Warriors are like many media descriptions to Wiggins, like breaking a bone and getting a big bargain!

In the past season, Poole and Wiggins both played the most time in Golden State Warriors, Wiggins played 2,329 minutes, Poole played 2,283 minutes, which shows their importance to Golden State Warriors. Golden State Warriors stayed with $249 million. Wiggins, 27, and Poole, 23, when Curry, Clay, and Dream Chasing are all getting old, the successors of Golden State Warriors, have quietly taken their place.

The Golden State Warriors dropped $249 million and renewed Poole and Wiggins at the same time. We also have to admire the courage of Lakob, the owner of Golden State Warriors. Because, according to the analysis of salary expert Bobby Marks, if Dream Pursuit chooses to implement the option of 27.6 million players in 23-24 season, the total salary of 12 players in Golden State Warriors in 23-24 season will reach 215 million, and the luxury tax will reach 268 million, totaling 483 million. Once there are 14 full players, the total salary and luxury tax will probably exceed 500 million dollars.

Marcus Thompson II, the team reporter of Golden State, published the salary details of Golden State Warriors in the 23-24 season, which confirmed the above statement: Curry 51.9 million, Clay 43.2 million, Poole 28 million (estimated), dream-chasing: 27.6 million (if the player option is implemented), Wiggins 24.3 million, Wiseman 12.1 million, Rooney 7.5 million and Kuminga 60.

If the 14-member roster is completed, the luxury tax that Golden State Warriors will have to pay in 2023-2024 will exceed $275 million, which is higher than the combined salaries of Knicks and Grizzlies this year. As we all know, Lakob, the owner of Golden State Warriors, only spent 450 million dollars when he acquired Golden State Warriors in 2010. The total salary next year will exceed the total value of the team that year. Lakob is really rich and willful!

After renewing Poole and Wiggins at the same time, the salary space of Golden State Warriors can be said to be an unprecedented explosion! What about the next dream catcher Green who is facing a contract renewal? Referring to the first year after the renewal of the contract, the annual salary of Brother Wilkins will be reduced to 24.3 million USD. Dreamcatcher Green must reduce his salary if he wants to stay in Golden State for a long time!

At present, the Chengdu World Table Tennis Championships, which has attracted the attention of table tennis fans all over the world, has decided the final king. China Guoping, the king of the world table tennis world, won the championship of men’s team and women’s team without accident. This result is also the embodiment of Guoping’s top strength. However, although the champion belongs to Guoping, for some defeated players of Guoping, they have to find something else to show their unconvinced. No, Japanese table tennis, which has been suppressed by national table tennis, came back to China, and the Japanese media released a list of male table tennis players in the World Table Tennis Championships. Funny thing is, in this list, Malone, who won all seven games in the World Table Tennis Championships, was directly ranked fourth. At present, Fan Zhendong, which ranks first in the world, is directly ignored by the Japanese media, and can’t even enter the top five. As for the number one player, I believe you should have guessed it.

Chengdu World Table Tennis Championships, as a major competition this season, almost all the top table tennis players in the world came to Chengdu to participate in this table tennis feast. As the host country and the top table tennis team in the world, Guoping is naturally the favorite of the champion. However, neither the men’s team nor the women’s team let the fans down. In their own home court, Guoping won two championships in a sweeping way. Of course, compared with the women’s team, there are still some waves in the men’s team’s championship.

In the semi-final with the Japanese men’s team, the China men’s team encountered the biggest challenge since the start of the game. Japan’s first brother, Chinese-American Zhang Benzhi, is in very good shape in this World Table Tennis Championships, especially in this Sino-Japanese table tennis semi-final. In order to test Wang Chuqin, the national table tennis coaching staff arranged for Wang Chuqin to serve as the second single against Zhang Benzhihe. Wang Chuqin, like Zhang Benzhihe, is a post-00 player, which can also be regarded as a confrontation between new forces in the future table tennis world. But what I didn’t expect was that Wang Chuqin lost completely in this post-00 showdown.

If Wang Chuqin’s loss is understandable, then the number one player in the world, the key player of China team, the loss of a single Fan Zhendong made the fans feel nervous. In the face of Zhang Benzhihe, Fan Zhendong lost his former swagger and was defeated by Zhang Benzhihe. In the end, although Guoping still relied on its overall strength, it eliminated the Japanese team and advanced to the final. However, this five-game game still made many fans sigh: Fortunately, there is only one Japanese team, Zhang Benzhi and He.

It was Zhang Benzhihe’s performance that completely stunned the Japanese media after the game. After the World Table Tennis Championships, the Japanese media "Tokyo Satellite TV" produced a ranking of men’s table tennis strength in the World Table Tennis Championships. To tell you the truth, this ranking is a bit interesting. He is convinced of the players’ victory in the World Table Tennis Championships as a basis for ranking. In other words, whoever wins more games will be in the top position. That’s right, there is such a funny situation. No one of the main players in table tennis can enter the top three. After all, the seven wins of seven battles, which are as strong as Malone’s, can only be ranked fourth because of too few wins. Fan Zhendong, the number one in the world, can’t even get into the top five in this ranking.

Not surprisingly, in this ranking, the number one player in Japan’s team is naturally Zhang Benzhi and He. He ranked first with 11 wins and 1 loss, and was called the strongest men’s singles player in this World Table Tennis Championships. The second place is Huang Zhen Ting, a Hong Kong player from China who scored 8 wins and 3 losses. The third place is Qiu Dang from Germany, whose record is 8 wins and 4 losses.

To be honest, this ranking is totally unreasonable. After all, because of the strength of national table tennis, all the five main players have strong strength, basically taking turns to play. In this way, Malone’s chances of playing will naturally be less. However, Malone only played seven games, but he won all. Just because he played a few games less than Zhang Benzhi, is he weaker than Zhang Benzhi in strength? It can only be said that this is just the self-satisfaction of the Japanese media, which specially found an angle that is beneficial to Japanese players to make such a ranking. However, it is difficult for them to think of such an angle.

Recently, Mr. Yan Taichang, Chairman of china portrait photography society, Mr. Han Yuezhi, Vice Chairman of china portrait photography society and Chairman of Post-production Professional Committee, Mr. Liang Jiande, Vice Chairman of china portrait photography society and Chairman of Cosmetic Modeling Professional Committee, and their delegation visited Meitu Company for exchange and discussion. Also present at the visit and discussion were Xu Chunsheng, Chairman of Platinum Jue Travel Photography Culture Group Co., Ltd., and Pan Baofu, founder of Extraordinary 6+1 Photography Group. Zheng Minglie, Chairman of Wiener Digital Printing Art Industrial Park, He Songlin, Senior Vice President of Meitu Company, Chen Jianyi, Vice President of Products and Xu Qingquan, Head of Meitu Yunxiu, accompanied him to visit and attend the symposium.

In the exhibition hall of Meitu Company, Chairman Yan Taichang and his party learned about the development history, company strategy, corporate culture, product innovation, core technologies and honors of Meitu Company in detail, and experienced the software and hardware products of Meitu, such as Xiu Xiu, Beauty Camera, Wink, Meitu Skin, etc. On the spot, they paid attention to and recognized the innovative products and leading imaging technologies of Meitu Company. During the introduction of Meitu’s corporate strategy, Chairman Yan Taichang and his party learned deeply that at present, Meitu, based on its image core competence, digs more scenes at the C-end, while focusing on the B-end market with SaaS and related businesses as its main focus. Based on Meitu’s continuous investment in scientific and technological innovation, accumulated grasp of the public’s aesthetics over the years, and understanding of the needs of a large number of users, Meitu Yunxiu, a one-stop intelligent retouching solution for the commercial photography industry, is launched. In this regard, Mr. Yan Taichang said that the imaging technology mastered by Meitu can solve the technical problems existing in the portrait photography industry in a targeted manner, and help photographers, retouchers and enterprises to improve retouching efficiency with the help of artificial intelligence technology, and help the standardization construction and digital transformation of the industry.

At the symposium, the two sides had an in-depth sharing and exchange on the current situation, pain points and future development direction of portrait photography industry. With the consumption upgrade of portrait photography industry, all enterprises are facing new opportunities and challenges. Both sides said that since the formal strategic cooperation was reached, through multi-field and high-level in-depth cooperation, more and more photographers and enterprises actively embraced the digitalization of portrait photography, and jointly explored and developed the digital economy with Meitu Yunxiu. "Technology" and "digitalization" are the key words for the development of portrait photography industry. Focusing on china portrait photography society’s leading role in the industry, Meitu Yunxiu will give full play to its technical advantages in the field of imaging technology, actively promote the continuous deepening of cooperation between the two sides, focus on overcoming the shortcomings of the industry, rely on image AI technology, jointly promote the high-quality development of portrait photography industry, and serve high-quality post-retouching to help portrait photography. Help the upstream and downstream industries to realize all-round digital transformation and upgrading. The head photography brands and later brands who participated in this symposium all said that intelligent retouching technology can actually help enterprises reduce costs and improve efficiency, and imaging technology is playing an increasingly important role in portrait photography ecology. Therefore, we should work together to seize the opportunities of digital development, promote the development of new businesses in various fields of the industry, create new formats, explore new modes, and make greater contributions to the digital transformation of portrait photography.

The person in charge of Meitu Yunxiu said that as one of the important strategies of Meitu’s B-end layout, Meitu Yunxiu is committed to promoting the high-quality development of portrait photography industry and serving high-quality post-retouching. Relying on the continuous breakthrough and innovation of imaging technology, Meitu Yunxiu will launch the first multi-terminal adaptation mode in the industry, flexibly adapt to complex equipment and network environment, and provide better and more convenient intelligent retouching services for enterprises and retouchers, helping enterprises achieve cost reduction and efficiency increase.

Since the two sides reached a strategic cooperation in 2022, based on the multi-dimensional cooperation between online and offline, the two sides have achieved a lot. As a strategic partner of china portrait photography society, Meitu Yunxiu will give full play to its advantages in imaging technology and artificial intelligence, further deepen cooperation with china portrait photography society, promote the digital and intelligent development of portrait photography industry, and comprehensively help accelerate the development of digital economy of portrait photography industry in China.

AIoT intelligent internet of things is artificial intelligence internet of things. AIoT is the abbreviation of AI Artificial Intelligence and IoT Internet of Things. It is an artificial intelligence Internet of Things that collects a large amount of data from different dimensions through the Internet of Things and stores it in the cloud. Based on big data analysis and AI and other technologies, it realizes the digitalization and intelligence of everything. Artificial intelligence is a subject that studies how computers can simulate people’s thinking processes and intelligent behaviors. It is based on bionics, the improvement of algorithm model and calculation speed, and the commonality between human neurons and computer doors (doors are the basic unit of computers). Its strength lies in its learning, reasoning, thinking, planning and other abilities, which ordinary intelligent machines can’t do.

The embedded Internet of Things needs to learn a lot, so don’t learn the wrong route and content, which will lead to a salary failure!

Share a data package for free, almost over 150g. The learning content, face classics and projects are relatively new and complete! It is estimated that it will cost at least dozens to buy some fish.

The Internet of Things refers to the real-time collection of any object or process that needs to be monitored, connected and interacted through various devices and technologies such as information sensors, radio frequency identification technology, global positioning system, infrared sensors, laser scanners, etc., and the collection of all kinds of required information such as sound, light, heat, electricity, mechanics, chemistry, biology, location, etc., and the realization of ubiquitous connection, identification and management between things and people through various types of network access. Through this definition, we can feel that this will be a huge database, and the learning process of artificial intelligence also needs a lot of data information. Obviously, this is a link between artificial intelligence and the Internet of Things, which can link them together and play a greater role.

In short, the Internet of Things (IoT) uses terminals with different protocols to carry out information interaction and intelligent processing through a certain agreed protocol, while artificial intelligence can keep learning and become more and more intelligent with data. If artificial intelligence is software, it needs the Internet of Things as a carrier, and if it is hardware, it needs artificial intelligence to drive it. Therefore, we can also regard the Internet of Things as a carrier of artificial intelligence.

The Internet of Things is an important part of the new generation of information technology. The English name is "The Internet of things". Therefore, as the name implies, "the Internet of Things is the Internet of Things". This has two meanings. First, the core and foundation of the Internet of Things is still the Internet, which is the expansion and expansion network based on the Internet. Secondly, its clients expand and expand between any goods, and exchange and communicate information.

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Ever since humans realized the importance of robots to human life, they have been focusing on the development of artificial intelligence technology. In these years, the development speed of artificial intelligence technology has been faster and faster, and now there are not only sweeping robots, but even robot attendants.

According to foreign media reports, the humanoid robot developed by a laboratory in the UK appeared in everyone’s sight again. The humanoid robot made a series of human body movements and even smiled in front of the mirror. As soon as the humanoid robot appeared, it was watched by a large number of friends, and its lifelike expressions and actions were once surprising. It can be called the most advanced humanoid robot in the world, and its every move and smile are strikingly similar to others. Once the news spread, it quickly caused a heated discussion among netizens in Guangfa.

After seeing the photos, many netizens will say that if the robot is dressed and put on a hat, it may really think that it is a human being. More people will say that this robot will produce wisdom, and if he has his own wisdom, it will pose a threat to human society. This is not what we are worried about, but what Hawking, a great scientist, once worried about.

Then the question is, if robots are conscious, will they one day replace humans? Will Zeng Lao’s prophecy come true?

Hawking once said when he was alive that he suggested that human beings should not develop robots too vigorously, or they might eventually be destroyed in the hands of robots.

People are conscious, ecstatic, depressed, grateful to those who have helped them, and reflect on their mistakes. People are thinking all the time, producing emotions and thinking all the time. But the robot is not necessarily. After all, it is only controlled by chip technology, and it still depends on people to research and develop it. Humans have the ability to reproduce, but robots haven’t been able to achieve this function yet. There was a famous professor Zeng Lao who boldly predicted that mankind would be destroyed by science and technology. So is the truth really what he said? It is said that science and technology change our lives. How can human beings be destroyed because of science and technology?

It is understood that this humanoid robot developed in the UK can wiggle its shoulders, blink its eyes, even touch its face in front of the mirror, frown and smile. This is not a human being, and the actions it does are what we often do. In addition, we unexpectedly found that the arm joints of humanoid robots are as flexible as those of human beings. If I hadn’t seen its mechanical arm, I would have thought it was a man waving his arm if I had dressed it! However, the walking and moving function of this humanoid robot has yet to be developed. The reason why its facial expression is so realistic is that it is implanted into the human face.

Now, the latest robot developed in the UK is actually regarded as the top robot level. It is the top robot in the world in terms of materials and mechanical technology. Similarly, Japan is also leading in the development of artificial intelligence. Maybe many people know that Japan introduced a beauty robot some time ago, and it can even help Japanese otaku solve their physiological needs. At that time, what they made was very perfect, but they couldn’t make very delicate movements and expressions.

Although technological innovation will bring us infinite convenience, if we rely too much on robots, we will eventually lose our hands-on ability. Robots are artificially developed, developed to serve people and obey human commands. While vigorously developing artificial intelligence, it must be legal and compliant, and robots should be constrained by systems.

According to the current science and technology, it is completely impossible to create robots that are exactly the same as human beings. Robots of this grade can be destroyed instantly even if they have spirituality. What’s more, they themselves are just not too complicated mechanical structures, and they are unlikely to produce spirituality.