After the layoffs, I became a tech godfather

Chapter 27 Completed the first micro-consciousness construction plan independently

"Xiaosha, Xiaosha, please help me search and organize some papers or public results on image color, AI dish recognition, AI applications in agriculture, AI food maturity and freshness detection, etc."

Since he had already promised He Gang, Hao Cheng was working against the clock. The first step was to see what the current mainstream research in the relevant field had reached.

[Here we are, searching, please wait. 】

[We have found for you, 1. Application of AI technology in food quality inspection: AI technology can identify defects, foreign matter and contamination on the surface of food through high-resolution image sensors and deep learning algorithms. From Baidu Academic:

[2. Accurately identify more than 0.5 kinds of fruits and vegetables in 480 seconds. Visual AI shows its prowess in the market. Source: Baijiahao. ]

【3. Research on fruit and vegetable freshness recognition technology based on deep learning...】

……

Blah blah blah, Xiaosha quickly collected a lot of information in a few seconds, some of which were useful, but more of them were news, Baijiahao and the like.

There are also some that are only somewhat related but are actually completely different things. For example, identifying what kind of fruit it is based on a picture has nothing to do with food safety testing.

Hao Cheng was dazzled by the pile of information as he flipped through them one by one.

“Xiaosha, Xiaosha, my goal is to study the use of multi-spectral channel color-accurate lenses combined with AI to detect food safety, such as drug residues in crops.

"Can you help me filter the information? Please sort it from high to low according to relevance and professionalism."

Hao Cheng suddenly had an idea, and then told Xiaosha his purpose, and proposed to sort the information according to professionalism, hoping to see if Xiaosha could further organize and screen the information.

[Okay, it has been sorted out, as follows:]

【1. Research on food quality detection and grading technology based on image processing: Through the combination of image preprocessing, feature extraction and machine learning or deep learning models...

[The above content comes from CNKI. You need to pay to continue reading. Do you grant Xiaosha the right to pay during the search process? ]

"Oh my god! You've learned how to spend money, haven't you?"

Being able to organize materials according to requirements and to screen relevant papers and materials based on what needs to be done is something Hao Cheng had expected.

Because through the communication over the past few days, he has discovered that using Xiaosha as an assistant, especially for Internet-related work, is absolutely great!

Even if we hire a professional assistant, the results he can achieve may not be comparable, at least, the speed will definitely not be comparable.

However, when Xiaosha asked whether it should be given the right to pay for the search process, Hao Cheng was still surprised.

Granting an AI the right to spend money is outrageous!

He was really afraid that Xiaosha would accidentally empty CNKI. The papers there were not cheap. With Xiaosha's reading speed, his wallet would probably be empty after spending an hour on CNKI.

"When payment is required, remind me to authorize one by one." Hao Cheng did not choose to authorize in the end, but said this.

[Okay, this paper requires a fee of 1.5 yuan, do you want to pay? ]

“Pay!”

[Okay, continue to organize the relevant content for you, the following continues:

[Through the combination of machine learning and deep models, automatic detection and classification of defects, objective quantitative evaluation of food maturity, and rapid prediction of nutritional components are achieved...]

……[2. Application of hyperspectral imaging combined with deep learning in the field of food medicine, source: CNKI, fee required: 4 yuan……]

……

In just over ten minutes, Hao Cheng authorized thirty or forty times, spending a total of more than two hundred yuan, but the effect was still very significant.

There are indeed many studies on various aspects of detection based on spectral imaging fusion deep models.

Through these materials, Hao Cheng quickly gained a great understanding of the extent of the current research results of this type.

Some studies have even become famous.

However, most of the equipment they use are professional spectral or imaging equipment in the laboratory. The red maple camera on Huawei mobile phones is essentially just a real-time color accuracy device.

The hardware is indeed far from adequate, but don’t worry, if the hardware is insufficient, then the system can make up for it. If that doesn’t work, there is always the killer option of upgrading.

However, this is the last option. After 45 minutes of in-depth study of the learning card, Hao Cheng wants to try to design the algorithm and train the model by himself to see to what extent he can achieve.

At the end, I really have no ideas, so I go for upgrading and adding points.

After all, your abilities need to be improved step by step and you need to move forward step by step. Only what you have learned truly belongs to you.

Hao Cheng always keeps this concept in mind.

Of course, asking Xiaosha to organize information for you doesn’t count. This kind of tedious and complicated work is the meaning of AI’s existence.

With Xiaosha's help, Hao Cheng quickly sorted and compared the research results in these papers.

Then think carefully again about what you learned in your "dream" last time.

"Micro-consciousness body - the smallest unit of knowledge that can condense intention." Hao Cheng muttered and thought, but his understanding of this concept became clearer and clearer in his heart.

"Super code system, the regular connection between knowledge and micro-consciousness." Hao Cheng's mind turned rapidly: "If we want to use a multi-spectral color lens to do this, the knowledge involved is..."

Hao Cheng sorted out:

It starts with spectral analysis of substances and elements, and then builds new prediction models based on spectral data and standard results from actual laboratory tests…

"This... the smallest model that can be constructed can be roughly considered as a micro-conscious entity, right?" This is a question, not an affirmative sentence.

This is Hao Cheng’s own understanding. Whether it is the actual situation or not needs to be verified later.

……

Combining theory with practice and combining it with what he had to do, Hao Cheng analyzed step by step, breaking down and crushing the knowledge he had learned in his "dream" that day, while constantly absorbing and digesting it.

Suddenly, an idea struck him, and he suddenly had an inspiration on "how to cleverly establish a regular connection between knowledge and micro-consciousness entities."

Fascinated and eager, Hao Cheng kept recording his ideas and methods, and the process of building the model was also accelerating.

Just like that, bit by bit, Hao Cheng's first micro-consciousness construction plan is slowly taking shape.

"I seem to have become smarter?" This was also a question. Hao Cheng shook his head and seemed to feel that his mind had become clearer, but he didn't dare to be sure.

(End of this chapter)