"Morixia, actually, it's a promising thing to be a chef."

Ayana and Mori Naka are childhood sweethearts, and everyone talks casually.

Of course, in terms of simple relationships, Morixia is actually closer to Youqi.

But this does not mean that the relationship between Mori Naka and Ayana is not very good. In fact, the relationship between the two is still good.

And at this time, they were having dinner together.

"It's not bad to try occasionally. But if you keep cooking, you're still quite tired." Senxia shook her head.

It has been a long time since he was responsible for cooking every day as before.

I have to say that with Xiyan, Sen Xia became a waste of people...

"How is the situation?" asked Senxia.

"The algorithm can be optimized. But if you want to use cheap equipment, the performance of the machine itself is quite troublesome. It is not easy to cut pictures and calculate in real time."

Some algorithmic matters can be done by Ayana.

But there is also a saying that it is hard to cook without rice.

Optimization optimization, the so-called optimization, is to make the effect better when performance is limited.

But, how easy is this?

The performance of the machine itself is limited. No matter what, it is absolutely impossible to optimize ps2 to ps4.

Ayana had realized at this time that some algorithms that pinch and bind bone movements can be made by computers, but due to performance issues, this approach is actually not that wonderful.

"Well...a higher performance configuration..." Senxia muttered.

This is quite troublesome.

"I think there are still cheap solutions." However, Ayana seemed to have thought of something.

"How to do it?" Senxia asked curiously.

"convolutional_neural_networks." Ayana spoke seriously.

Senxia's mouth twitched.

Because Ayana's Japanese English is simply deadly.

"Convolutional neural network is a method of deep learning." After noticing Morika's subtle gaze, Ayana spoke embarrassedly and added, "In order to reduce the pressure on the terminal, we can use this kind of thing

Methods to cut pictures. Well, of course, if you need it, we'd better form it yourself... but writing the architecture is quite troublesome, I won't do this."

"Oh, neural network, I know this."

Moriya was also surprised.

Moriya is very clear about the "deep learning".

Because in the future, this technology is the wave of the world.

Similar to the dlss technology that Senxia is preparing to use for game consoles, it can also be said to be a template for deep learning.

However, Morika was not surprised by this matter. He was surprised that Ayana was able to propose this technology at this time.

The latter was a little uncomfortable at this time. However, both of them had already eaten. Ayana just took this matter as a topic of conversation after the meal: "Convolutional nerves

The Internet is one of the representative algorithms of deep learning. Senxiajun, your Order of Phoenix, is doing machine deep learning. I think you should understand it, right?"

"Um."

Morixia nodded.

Most people may not know, but some of their own netizens have more or less been exposed to this algorithm.

In another world line, there is a famous software called waifu2x.

"waifu" means "wife", the meaning of wife. This variant was named by European and American otakus to distinguish between wives from the real world. In fact, if you translate this waifu, you can be called "second-dimensional wife".

waifu2x, a software that expands images based on convolutional neural networks, aims at paintings in two dimensions, which can enlarge the picture without much quality loss, thereby obtaining a high-definition enlarged picture.

Compared with today's technology, this amplification is simply crushing.

No, it is a super-crunching existence, because this kind of image amplified by a convolutional neural network algorithm can achieve amazing success without causing blur and loss of details.

Convolutional neural networks are also called "translational invariant artificial neural networks", because such neural networks can perform translational invariant classification.

Some people may not understand it, but in fact, this is also a very easy-to-understand concept.

Basically, it is equivalent to someone using the modification software to p-pictures of an item on the screen to another one of the screen. This translation process is similar to this.

Of course, this is an example. Because machines and humans are different, after the picture changes, the weight corresponding to the pixels in the picture changes, which leads to a series of problems, and the brains of the machine and humans do not

Likewise, doing this kind of operation is actually quite troublesome.

"I have met Professor Fukushima Kurahiko, and the professor has inspired me a lot."

“…wait, aren’t you an idol?”

Senxia suddenly had a short circuit in her head.

He remembers that Ayana seemed to be an idol.

Mori Naka actually knew what Fukushima said. Because he was sponsoring Fukushima Hanakashi to do some research.

As for Fukushima Kurahiko...hehe, he has no connection with the place name, nor is he a nuclear physicist. He is actually one of the pioneers of neural networks. When he made his research, it was still in the 1980s.

This is enough to show how forward-looking the other party’s research is.

But what Mori Naka cares more about is that Ayana actually knows someone?

"It is precisely because I am an idol that I have to study hard! If you don't even know any computer knowledge, how can you be an idol?" Ayana made a speech that shorted Morika's brain.

"I don't want to be a programmer's idol, aren't I a good maid?" Senxia suddenly popped up this strange famous line.

"No!" Ayana was so angry that she wanted to kick Mori Naka with her feet, but Mori Naka was not slim, so she didn't let Ayana touch her at all.

"I won't talk about this anymore. My awareness is that the application of convolutional neural networks in image recognition is very promising."

Convolutional neural networks can do a lot of things, for example, people use it for bird recognition.

In fact, convolutional neural networks can be said to be one of the core algorithms in the field of image recognition and have stable performance when learning a large amount of data.

——Of course, that is another world line. As for this, the application of this technology was promoted by Morixia.

"If we pass this algorithm, we can be a little easier." Ayana said angrily, "but you need a lot of pictures in advance to train ai."

Convolutional neural networks are widely used and can even be effective in physics.

Of course, although Ayana knows about convolutional neural networks, she, Mori Naka and the author also do not understand the application of this thing in physics, so I will not mention it for the time being.

But as Ayana said, this technology can be used in this regard.

"Yes..." Morixia came back to her taste.

Ayana seems to know a lot about this?

Mori Naka is not a professional film and television industry, but Ayana's words made Mori Naka feel a little subtle - should I use it for the best?

It is rare that Ayana has such a good brain, Morika instantly thought of...uh...a more efficient way to use it.

...

Book friends who have used waifu2x, I think there should be.

This software is really powerful...

Convolutional neural networks are used in different ways, some are resource-saving, such as dlss, but some are particularly resource-consuming, such as waifu2x.

The author just fell asleep...For the time being, the update...
Chapter completed!