From black technology to super engineering

Paint and Ink gripped the phone vigorously, trembling with excitement.

She knew that Ye Ming was very good in the field of robotic arms, but she didn't know... this guy could be so good!

How do you say that?

Laymen watch the excitement, and experts watch the doorway!

From a layman's point of view, the most commendable thing about this action is its coolness!

but! Only after understanding the cooperation of the multi-manipulator control system, can we know how difficult it is to achieve this operation!

You must know that it is difficult for any machine vision to judge moving objects, but it is even more difficult to predict the attitude changes and predictions of irregular objects such as material plates flying in the air, and finally catch it accurately at one time... It is even more difficult.

Generally speaking, for the robotic arm to accurately grasp irregular objects, it relies on deep learning, which requires a large number of samples to complete the training—that is still static, but dynamic, this difficulty...

And the cooperation of the two mechanical arms is so smooth, as if at this moment, they have a soul!

Qi and Mo didn't know how to describe it. All she knew was that everyone present, including Professor Tang, was startled and let out a low growl just now.

And Zhang Gong...

His pupils shrank in an instant!

It's true that he came here to find fault today, and he is confident that he is also qualified to find fault.

As an expert in AI systems, his field is not the kind of AI designed to communicate intelligently with humans, but the design of judgments and interactions under the entire large system—if he has to describe it, it is to use various perceptions and data to make a production The system becomes intelligent and alive.

In this system, machine vision is the most important external perception system.

As an in-depth researcher of the latest open source machine vision framework - Y5D framework, he has a deep understanding of this field.

Because the Y5D framework has inherent advantages in the identification of moving objects.

It can also be regarded as his trump card to provoke the group's intelligent manufacturing.

However... Even with the Y5D framework, I dare not play like this!

Mr. Zhang took two short breaths, and fixed his gaze on the mechanical arm, as if he wanted to see through everything about it.

...

The demonstration area was as quiet as if a bomb had been dropped.

Until Ye Ming's voice sounded again.

"Xiao Qi, ask my brother to help me test the anti-interference performance of the assembly line."

"OK."

As the assembly line started up again, Liu Hong immediately picked up a piece of material and put it on the conveyor belt.

"Master Zhang, please try again."

Hearing the voice from the mobile phone, Mr. Zhang took a deep breath. He gritted his teeth and put away the shock in his eyes. He strode forward and was about to reach for the sheet being welded.

However, the next second, a cold female voice came from the phone.

"Warning, Workplace intrusion detected."

Zhang Gong stopped subconsciously, and then turned around instantly!

Qi and Mo also glanced at the phone and turned around immediately.

Seeing that Ye Ming had already stood up from the computer and leaned against the door of the glass room, seeing that everyone was looking back at him, he shrugged and spread his hands to show his innocence.

"I'm dizzy! You still have AI voice?"

Paint and Ink yelled into the phone.

From a distance, Ye Ming's voice came: "I have trained, but I am not very familiar with the field of NLP (Natural Language Processing), so I haven't connected to the conversation yet."

"..." Qi Yumo looked excited, she still wanted to chat with this AI.

Because she could tell that the AI's voice was processed very naturally, at least at the level of a map navigation voice.

On the assembly line, Zhang Gong stopped after being "warned".

The intrusion detection has come out, so it's meaningless for him to interfere with it.

And judging from the coordinated movements of the two mechanical arms just now, it is definitely not possible to play the trick of picking up the material board by myself.

Just when he was thinking about how to better test the intelligence of this AI, the workshop director who had been silent all the time suddenly stood up.

"I'll try it, brother, give me the cutting board."

Because it is a simulated "one-stage" assembly line, Liu Hong manually loads the feeding boards aside. Hearing what the workshop director said, Liu Hong glanced at Professor Tang.

Professor Tang nodded slightly: "Liu Hong, let Director Jia try."

Jia Gao, the workshop director, picked up a material board, looked left and right, broke off a capacitor, and threw it casually on the assembly line.

"It is detected that the work target does not match the data, the intervention state is activated, the activation fails, and the subsequent process has been notified."

Director Jia's expression remained motionless, but his eyes shone brightly.

Seeing that the material board was sent away without being manipulated, he picked up another material board, thought for a while, and knocked it hard on the ground!

"An abnormal state of the work target has been detected, and the subsequent process has been notified."

"Haha, not bad!" Director Jia laughed, his face brightened.

As the workshop director, what he valued was not some flowery work, but the identification and tolerance of the assembly line for missing materials and defective materials! In addition to the working accuracy of positioning and linkage, this is the most important indicator of an assembly line! It is also the indicator that should be tested the most.

Seeing the workshop director's statement, Professor Tang breathed out without leaving a trace, smiled slightly, stretched out his hand to the three of them, and extended an invitation: "Let's go over and chat."

...

Leading the three of them into the glass office, Professor Tang reintroduced Ye Ming.

"Let me introduce again, this is Ye Ming."

The three of Chang Gong had different expressions, needless to say Zhang Gong, his expression was a little dark, and at the same time, he kept staring at the notebook, as if he wanted to find an announcer inside.

Director Jia and the other were a little surprised: "This guy looks very young, doesn't he?"

"Hehe, a student at school, but not an ordinary student." Professor Tang looked at Ye Ming, who was hiding his discomfort with a smile, with a bit of reserve and pride, and added after a pause: "He is in the field of machine vision. A paper and open source code, is currently under discussion whether to set up a conference organization."

Director Jia and the two are okay. Zhang Gong was stunned for a moment when he heard this, and then stared at Ye Ming.

Set up a meeting?

Professor Tang asked with a smile: "I don't know if Mr. Zhang has heard of it."

"What open source code?"

"YM5D."

After talking about Ye Ming's open source framework, Professor Tang saw that this young picky person fell into a sluggish moment.

And then he has his mind set.

The confidence to dare to be so awesome is given by his own students.

...

On Chengmian Expressway, a black Toyota quickly left the provincial capital.

Mr. Zhang and Mr. Jia didn't stay for too long. They even shrugged off Professor Tang's gracious invitation to entertain them for dinner and set off on their way home.

"Xiao Zhang, what's going on?"

Director Jia saw that Zhang Gong had been in a state of confusion since seeing the AI ​​system of Jizhi Technology. At this time, there was a bit of unknown joy in his eyes. He leaned back on the chair leisurely and asked casually.

Mr. Zhang turned his head to look at Director Jia. After a moment of silence, he frowned, exhaled lightly, and nodded with difficulty: "It's okay."

"Is it okay?" Director Jia smiled.

He was also a little annoyed that the group had arranged for him such a person with eyes higher than the top. Of course he was happy when someone cured him this time.

He, the workshop director of the group, can't even take the lead in building an intelligent workshop, so how can he do it in the future?

Not to mention that Professor Tang was also entrusted here, and he knew everything.

"AI is not bad, but in terms of robotic arms, I still maintain my previous attitude. As an emerging technology company, I don't think it can match the reliability of foreign manufacturers."

"Well, this one is."

"But have you ever considered that domestic robotic arms, especially the robotic arms of provincial companies, have the irreplaceable advantage of being close to foreign products in terms of after-sales and upgrades, and the use of domestic equipment is also helpful for passing the acceptance inspection." Jia The director nodded his back and smiled slightly: "Imported products, you have to consider the international situation."

Now that he said that, Zhang Gong kept silent, but after a few seconds of silence, he also nodded: "It's okay, Jizhi Technology's system is pretty good, and we can use it to dissect and reverse."

"Then we agree?"

...

Jizhi Technology.

Because the conference room hadn't been tidied up, everyone just moved chairs around and sat in a group around Professor Tang.

"Very good, everyone performed very well today!"

Qu Jing had been staying here before, and although she knew how well she performed, seeing the happy look of the boss, she involuntarily took the lead in applauding.

Professor Tang stopped everyone with a smile, and looked at Ye Ming: "Your AI is made for your robotic arm, right?"

"Well, it's mainly because I haven't posted a video for a long time..." Ye Ming smiled a little embarrassedly: "I'm still working on NLP, so I can't talk."

——He didn't give Ita permission to talk because he was afraid that she would accidentally expose her super AI nature. You must know that she is no different from real people in terms of natural voice processing and dialogue logic.

In other words, she will not give the kind of mentally retarded answers such as "If you can't hear clearly, please say it again", "I don't understand", "I still don't understand this question"...

And she also expresses with strong personal emotions - this is spontaneous and not given by Ye Ming.

Although these people present have different majors, they still have at least some understanding of AI, and they also know how to judge the intelligence level of an AI.

"Well, it's okay if you can't talk. Who in the workshop is free to talk to the robotic arm? Huh? Right?"

Everyone laughed together.

This is of course true, and this is one of the reasons why AI was not planned from the beginning of the design.

Didn't think about it at all!

"However, if the customer has a request, we must meet it. Can you transplant it?"

Ye Ming nodded without hesitation.

Of course, Ita's ontology cannot be transplanted, but she wrote a few more judgments, then wrote a training model, and added a voice system...it's not too simple.

"That's good, you take the time to transplant it in the next two days, and then test it in the workshop." Professor Tang took out his mobile phone and glanced at it: "I reckon, next time we meet, we should talk about money. "

Everyone's eyes lit up when they heard about money.

Everyone is proud of the company's first big business, full of sense of participation and curiosity.

"Hehe, I won't say this publicly. Ye Ming, Chaoxiong, Liu Hong, come to my office."

...

Three days later, Changgong sent all the equipment and system requirements of the smart workshop.

Jizhi Technology made a cost calculation overnight, and then gave a quotation of 90 million yuan, which includes not only the system and equipment, but also subsequent upgrades and maintenance-Jizhi Technology promises that the integrated system will use customized and updated This way, while ensuring stability, keeps Changgong's smart factory competitive and advanced.

After the quotation was given and the code was handed over, Ye Ming was finally freed from the company's business.

He went home on New Year's Day. After all, he didn't go on National Day, so it would be unreasonable not to go back on New Year's Day.

When he got home, he heard the familiar sound of machine tools working. It seemed that his father hadn't lied to him, and the family had indeed started working.

Just when he finished New Year's Day and just started school, he also received a message from "Leaf from Other Mountains" on WeChat.

"Ye Ming, are you at school? Do you have time tonight?"

Looking at the profile picture on WeChat, Ye Ming immediately remembered who it was.

The professor Ye Rudai from the electrical department next door is my own family.

"Hi Professor Ye, yes."

Soon, WeChat will come back.

"National Chip's Dr. Qin just returned to the provincial capital today. He wants to talk to you. How about making an appointment?"

Putting down his backpack, Ye Ming clenched his fists!

"anytime is fine!"

8 o'clock supplement