I Have a Little Black Hole

If you can think so, it shows that you already regard the company as a part of your future! This is very good! But I will pay more investment in you, and it is not that you have not contributed to the company, some things are not just Lots of money can be had!

For example, the company's current security system, the unmanned operating systems of various production lines, etc. are not all developed by you. These things cannot be bought with money. The contribution of the supercomputer department to the company is also visible to everyone!

But since you want to bring greater benefits to the company, I am still very grateful! Helping the police develop their artificial intelligence system is indeed a good thing that kills multiple birds with one stone. It allows you to see how artificial intelligence should progress from more perspectives, and it also has a very important role in promoting the upgrade of Origin!

So it's up to you whether you can win the police contract this time! Since you have to do it, you must do your best. Just say what resources you need. There is no problem with how much you need. It is up to you to decide how many people you need to recruit! Lei Tiantang said with a smile.

Don't worry, boss! Our 'origin' is not a simple artificial intelligence as it was when it was first born. Its intelligent learning system has evolved very well, and it will not be like the so-called artificial intelligence that the police are using. Can only focus on the field of video images!

It is now capable of self-smart labeling! Now its database is growing at a very fast rate every day! If our supercomputer department needs to help the police develop exclusive artificial intelligence, we really need the boss to continue to invest!

The computing power of Origin needs to be further improved, its storage space also needs to be further expanded, and it also requires investment to continue recruiting those computer experts! Wu Wenyue replied with a smile.

As for Wu Wenyue's statement, Lei Tiantang also knows that the artificial intelligence applications currently used by the police are indeed only concentrated in the field of video images! This is determined by social development.

With the development of machine deep learning algorithms, artificial intelligence has developed rapidly in machine vision, fingerprint recognition, face recognition, retinal recognition, iris recognition, palmprint recognition, speech recognition, semantic analysis, etc., and has been widely used.

The artificial intelligence technology platform mainly focuses on the fields of computer vision, speech recognition and language technology processing at the application level, such as human-computer interaction such as intelligent translation and intelligent education, automatic driving such as unmanned vehicles and drones, precise push, precise search, etc. Smart Apps.

The above intelligent applications are the results of the application of machine deep learning technology. Machine deep learning is divided into four methods: supervised learning, unsupervised learning, semi-supervised learning, and reinforcement learning.

Behind these learning is often inseparable from the annotation of relevant data used for training machine deep learning: polygon annotation, point annotation, line annotation, 2D frame annotation and other image annotations,

There are also voice annotation, video annotation, text annotation, etc.

Some people say that there is as much intelligence as there are human beings. The labeling of these training data depends on a large number of manual efforts to clean and label the data, and then use it for machine learning and training.

Where there is demand, there is a market. With the growing demand for machine learning, there are more and more relevant data annotations, which has spawned many data annotation companies.

These data annotation companies mainly focus on voice annotation, image annotation, video annotation and so on. Therefore, related applications are also developing the fastest in these directions.

If the application of artificial intelligence is to be introduced in the process of public security intelligence analysis or the pursuit of suspects, it must also involve the cleaning and labeling of relevant training data, such as case classification, personnel classification, alarm classification, and so on.

If this kind of data is handed over to ordinary data companies for labeling, it involves confidentiality issues and labeling accuracy issues, so it is more difficult to label than ordinary data.

Therefore, the basic work of developing the exclusive artificial intelligence used by the police is not only the collection of data, but also the standardized processing of the data to lay a solid foundation for the subsequent deep machine learning.

In order to realize the intelligence research and judgment of artificial intelligence, it is inevitable to do without standardized artificial intelligence research and judgment marking. The artificial intelligence alarm receiving and handling system used by the police needs to automatically convert the voice alarm into text and extract keywords.

Then automatically classify and label the alarm, and at the same time, correlate and compare it with the video, image and other data that have also been structured with artificial intelligence, find suspicious persons in a very short time and generate early warning prompts.

Artificial intelligence has natural advantages in feature extraction and content understanding of video content. The front-end camera has a built-in artificial intelligence chip, which can analyze the video content in real time, detect moving objects, identify the attribute information of people and vehicles, and transmit it to the central database of the back-end artificial intelligence through the network for storage.

Using powerful computing power and intelligent analysis capabilities, artificial intelligence can analyze the suspect's information in real time, give the most likely clues and suggestions, and shorten the trajectory of the criminal suspect from a few days to a few minutes. detection saves valuable time.

With its powerful interactive capabilities, it can also communicate with the police in natural language, making it truly an expert assistant for case investigators.

And if the police want to develop their own, the labeling of these materials alone can make them collapse, because the workload is simply astronomical. You must know that there are many criminal methods that criminals can use. The annotations needed for the AI ​​to accurately determine the criminal's trajectory may be different each time.

It would take thousands of people to work for several years to label the data manually, but the artificial intelligence 'origin' of the Infinite Gravity Group has grown to the point where it can learn to label data by itself, these tedious tasks As long as the people in the supercomputer department set the initial conditions, Origin can learn the information provided by the police by themselves!

With such an advantage, it is no wonder that Wu Wenyue has the confidence to take orders from the police, and the speed of research and development alone can break several streets of competitors! So of course Lei Tiantang agreed to his financial request!

I will grant you a one-time funding of $1 billion, which should be enough to double the performance of Origin! Next time it needs to expand its performance, I believe that our company's CPU chip can be developed. Now, when it's time to replace our company's own CPU chip, you can stack the performance of 'Origin' to whatever level you want! Lei Tiantang said with a smile.