The case of "Robot Ghost" is over for the time being. Pen % fun % Pavilion www.biquge.info

Ning Hao testified in court as an expert, and he needed to prove in court that his image speculation technology was true and reliable in order to form a complete chain of evidence.

Ning Hao brought his own algorithm system and demonstrated it on the spot.

"This algorithm is a kind of machine learning, and I have created a massive database of portraits, including various details of the face, and a large number of face images."

"In the early training stage, the photos and sketches are paired and stored in the database, and then the sketches are selected and the computer gives the corresponding photos, and if it gives the wrong answer, I give a signal for the computer to adjust, so that the training is repeated over and over again, and finally it can generate a set of possible speculative photos based on very rough sketches for reference."

Ning Hao explained the principle without reservation.

Then, he asked the simulated portraitist who was also present at the scene to randomly select observers to draw facial contour sketches, and then used the computer to generate speculative photos based on the sketches, which usually range from 10 to 12 at the same time, and one in a group of photos can always be compared with a real person.

"I'm coming! I got it! ”

There was a commotion in the auditorium, and some disinterested listeners were eager to try and become models, and finally the judge banged on the gavel, and the scene gradually returned to quiet.

In a commotion, one of the white-haired old men unconsciously attracted Ning Hao's attention, because he had been sitting upright, different from others, but Ning Hao, who was testifying, did not have much time to think about the next issues, and quickly turned back to his own topic.

"I will submit a written report signed by myself for archiving! I am responsible for the reliability of this software! Ning Hao promised with words.

Because the victim was seriously injured this time, the circumstances of the crime were found by the court to be "causing serious injuries and serious disability by particularly cruel means", with Kong Fei as the main offender and Li Chonger as an accomplice.

In the end, Kong Fei was sentenced to 12 years in prison for intentional injury.

Li Chonger was instigated by others, subjectively had the idea of causing minor injuries, purchased criminal tools, and was found to have voluntarily surrendered, and was a first-time offender, and was sentenced to one year imprisonment with a two-year probation.

The financial compensation for the victims was jointly borne by Kong Fei and Li Chonger, and of course, Kong Fei accounted for the lion's share.

Li Chonger's lawyer said on the spot that the Li family was willing to take the initiative to add 100,000 yuan as economic compensation on top of the compensation amount awarded by the court.

As the verdict came to an end, Ning Hao refocused on the old man, and when he saw him for the first time, Ning Hao had an indescribable strange feeling, was it familiar? Is it disturbing? It doesn't seem to be, but it seems to be a little bit.

The old man was full of silver hair, in good spirits, with a Chinese face, broad shoulders and long body, and his eyes projected the deep light of the elder, which represented extremely rich experience.

When Ning Hao explained the algorithm, his demeanor was particularly different, and when others were humming and expressing surprise, he just smiled indifferently.

When it comes to the part where there are more professional terms and more in-depth, ordinary people don't understand and are not interested in in-depth understanding of technology, so the expression on their faces is flat, and whenever this happens, the old man will smile knowingly and nod his head in approval from time to time.

At the end of the trial, the white-haired old man patted his hands lightly on his thighs, quickly got up and left, Ning Hao paid attention to it, and found that he was tall, with a strong body, and walked lightly.

When he walked to the door, he turned around and looked back, just in time to meet Ning Hao's gaze, and in that extremely short moment, Ning Hao caught the sharpness of an eagle in his eyes.

Immediately, he resolutely turned and stepped out the door.

Ning Hao lowered his head and sorted out his computer and documents.

Li Chongyi walked over from the auditorium and held Ning Hao's hand tightly: "Ning Hao! Thank you for your kindness! I hope to repay you in the future cooperation and serve you! ”

Ning Hao heard him talk about cooperation, and turned his head sensitively to look around, and found that there was no one else around, so he replied in a low voice.

"What a force! Between us, it is cooperation, you are the major shareholder, but also the operator! As long as you run our common business well in the future and create more value, you can do it! Ning Hao's face was calm.

"Definitely!"

"Your Li family is very kind, and you have taken the initiative to compensate an additional 100,000 yuan!" Ning Hao folded the documents and put them neatly in his notebook bag.

"Actually, I still have some liquidity in hand, and after talking to you last time, I raised some ......"

Ning Hao raised his right index finger to his mouth and made a silent motion.

With a serious expression, he leaned into Li Chongyi's ear and whispered, "Mr. Li, remember!" Our cooperation cannot be known to outsiders! Remember! ”

"Alas! Really, the second child's trouble has just been solved, and I'm so excited! Sorry! Li Chongyi apologized again and again.

"Cooperation, when you are ready, come to me in Baiding Building! Generally evenings and weekends, I'm there! ”

"Good! Next, I will definitely go all out and devote myself to new products! ”

Li Chongyi quickly quit and went to help his younger brother go through the formalities of the court and the public security bureau.

Qian Songtao was free at this time, turned around, and smiled on his face: "Teacher Ning, thanks to you this time!" ”

"Where, it's the credit of your task force! I don't dare to take credit! ”

Wang Long and Zuo Ling also came over.

Wang Long snorted at his junior sister and said with a smile: "If you want me to say, my junior sister is the hero!" Isn't it, junior sister? If it weren't for you, Ning Hao would have been able to do so much? ”

"Nonsense! Mr. Ning is out of a responsible attitude towards the robotics discipline! What do you kid know! Old Qian stretched out his hand and patted Wang Long's head gently.

As he spoke, he turned to Ning Hao and said, "Teacher Ning, there is one more thing to trouble you!" ”

"It's your portrait recognition and speculation photo software, I reported to the leader, and the bureau hopes to introduce this software."

He paused slightly, and continued: "What the leader means, is to discuss with you to see if we can jointly establish a project in the name of the Municipal Public Security Bureau and Qingyi College, engage in a practical research project, and refine the software interface." ”

"Of course, project leader, we all recommend you to be the leader!"

He saw that although Ning Hao was listening, the pace of cleaning up his hands did not slow down at all, and continued to explain: "This software is very useful for our criminal investigation work! And you help us so much, and you don't get paid, I don't want to go! I want to make some financial compensation to Mr. Ning through this project! ”

After he finished speaking, Ning Hao also cleaned up, looked up at Lao Qian, and said with a smile: "Old Qian, I understand your kindness!" As for this set of software, if it really helps you a lot, you don't have to set up a project to do so trouble! I think the background of the software is relatively complete, just like you said, adjust the operation interface slightly, and put it into use directly! ”

"But......" Lao Qian still wanted to reiterate his attitude.

"No, but! I'll get the interface right when I go back tonight, and I'll go to the bureau with Sister Ling tomorrow to install and debug it for you for free! ”

"Such advanced software, just free for us? That's so unfair to you! ”

Qian Songtao was a little embarrassed and continued: "Alas, our application fees here are not so flexible, so I thought about solving it through project cooperation. I'm really embarrassed that you give it to us directly! ”

"Old money, don't be long-winded! There's nothing to be embarrassed about, and I'm not short of money to spend! Besides, this software is a by-product of my robot design! You're welcome! ”

Ning Hao saw that Qian Songtao was sincere, and he respected a technical dog like himself very much, and he couldn't bear to embarrass him, so he deliberately said: "I really want to appease me, so be it, first invite me to a meal, and then you guys usually help me take care of Sister Ling more, this is enough!" ”

Zuo Ling's face turned red, Wang Long covered his mouth and snickered, and Lao Qian felt a little relieved in his heart: "Then tonight, it's better to choose a day than to hit the day, go, brothers, drink wine and eat barbecue!" ”

At the dinner table, Lao Qian flipped over and roasted a piece of pork belly, and sighed: "Teacher Ning, I have been in contact with so many intellectuals, I personally feel that you are very unique!" Take this software as an example, if it were someone else, maybe how to package yourself and promote yourself! You are so powerful, but you are very low-key, and you are not greedy for merit and profit, it is really rare! ”

Ning Hao doesn't drink alcohol, only drinks tea, a cup of barley tea is also refreshing, and he began to confess himself.

"I have my flaws, but you don't see them!"

"I still value the core technology of robotics! As for this little software, since it can play a positive role in public safety, I certainly won't be conservative. ”

"I think people who really have material in their minds will not be conservative, because even if one or two ideas are taken away by others, their own ideas are endless, and there is no need to be nervous at all, and those who are conservative are afraid that once they are taken away, they will become empty shells."

Qian Songtao nodded while drinking tea.

Wang Long and Liao Yang drank heartily, their cheeks puffed out and ate meat, Zuo Ling also raised his wine glass, and her red face couldn't hide her joy and satisfaction after fighting side by side with Ning Hao.