Unleash the Potential of AI Creation: From Large-scale Model Training to High-Productivity Application

A word of positive energy every day

People seldom use the right to freedom of thought, so they compensate for it by freedom of speech.

foreword

With the continuous advancement of technology, artificial intelligence has become an essential skill in all walks of life. Especially in the field of content creation, artificial intelligence generated content (AIGC) is gradually becoming a trend. AI can create excellent, original articles and stories, which provides a new way for creators to create. At the same time, AIGC technology can also save labor costs and improve content production efficiency. However, how to maintain the originality and quality of content under the premise of using technology is a question we need to think about. This "AIGC Technology Content Creation Call for Papers" activity aims to explore the application and development of AIGC technology in content creation, and at the same time encourage developers to truly tune the large model into a high-productivity creation tool, and promote AIGC technology in the field of content creation further development.

What is Artificial Intelligence Generated Content (AIGC)

Artificial Intelligence Generated Content (AIGC) is a technology that uses machine learning and natural language processing techniques to automatically generate content in various forms such as text, images, and audio. By learning and analyzing a large amount of data, AIGC technology can simulate the human creative process to generate high-quality and original content. AIGC technology is widely used in the field of content creation. It can help enterprises quickly produce a large amount of content, and it can also help individual creators reduce creation costs and improve creation efficiency. Although AIGC technology has reached a very good level in many aspects, it still has some limitations and needs more research and exploration.

What Artificial Intelligence Generated Content (AIGC) Can Do

Artificial intelligence generated content (AIGC) can automatically generate various forms of content, such as articles, music, videos, pictures, codes, etc. Here are a few AIGC application scenarios:

  1. Content creation: AIGC can automatically generate text content such as articles, news, and comments according to the input instructions or keywords, and can adjust the generated content according to user preferences.

  2. Speech synthesis: AIGC can imitate human voice and pitch to generate natural and smooth speech synthesis, which can be applied to scenarios such as intelligent customer service and voice assistants.

  3. Image processing: AIGC can automatically generate photos, illustrations, and backgrounds to better address image processing needs, such as image restoration and image enhancement.

  4. Music creation: AIGC can automatically generate music, according to different rhythms, modes, and styles, to generate music suitable for different needs, such as commercials, film soundtracks, etc.

  5. Automatic programming: AIGC can automatically generate codes, such as codes for interacting with databases and implementing certain functions. This can greatly improve development efficiency and save time and labor costs.

In short, AIGC can help enterprises and individuals quickly create a large amount of high-quality content, improve efficiency and reduce costs.

Why Use Artificial Intelligence to Generate Content (AIGC)

Using artificial intelligence to generate content (AIGC) can bring several benefits:

  1. Improve efficiency: Using AIGC can quickly generate a large amount of high-quality content, which can greatly improve efficiency compared with manual creation. This is of great value for industries that need to generate a large amount of content, such as news, advertising, and e-commerce.

  2. Reduced costs: Using AIGC can reduce costs compared to hiring manpower to complete tasks. Although the development and maintenance costs of AIGC are high, it can reduce the cost of enterprises in the long run.

  3. Attract users: AIGC can generate personalized and interesting content to attract users' attention and improve user experience. Many companies use the content generated by AIGC to attract users and further improve the popularity and market competitiveness of products or services.

  4. Maintain consistency: Using AIGC can generate consistent content, avoiding errors and inconsistencies that occur during manual operations. This is especially important for some industries that need to maintain brand consistency, such as advertising, marketing, customer service, etc.

In short, using AIGC can improve efficiency, reduce costs, attract users, maintain consistency, and bring more business value to enterprises.

creative achievements

Artificial Intelligence Generated Content (AIGC) is a cutting-edge technology field that can help us create various types of technical content quickly and efficiently. To achieve technical content creation based on large models, we can use machine learning and natural language processing technologies to allow computers to automatically generate various technical articles, user manuals, tutorials, and codes, so as to provide support for software development, design, data analysis, and network security. Fields provide more accurate and useful information.

An example is that AIGC can analyze user needs and problems, and then automatically generate relevant technical tutorials and solutions to help users quickly solve practical problems and improve work efficiency. In addition, AIGC can also use machine learning technology to automatically extract information and knowledge from a large amount of data, and generate various technical reports and analysis results to assist decision-making and planning. In the future, AIGC will be an important technical tool to help people better deal with the rapidly developing technology field.

Implementation of Bubble Sort Algorithm in Java

Following is the bubble sort algorithm written in Java:

public static void bubbleSort(int[] arr) {
    
    
    int n = arr.length;
    for (int i = 0; i < n - 1; i++) {
    
    
        for (int j = 0; j < n - i - 1; j++) {
    
    
            if (arr[j] > arr[j + 1]) {
    
    
                // 交换元素
                int temp = arr[j];
                arr[j] = arr[j + 1];
                arr[j + 1] = temp;
            }
        }
    }
}

When calling this method, just pass in the array to be sorted:

int[] arr = {
    
    5, 2, 9, 1, 5, 6};
bubbleSort(arr);
System.out.println(Arrays.toString(arr));

Student Information Collection System

Please help me write a WeChat applet code content is a student information collection system, including the student's name, email address, major, date of birth and place of household registration

The following is a simple WeChat applet code to realize the student information collection system:

//app.js
App({
    
    
  globalData: {
    
    
    //定义一个全局变量,用于存储学生信息
    students: []
  }
})

//index.js
const app = getApp()

Page({
    
    
  data: {
    
    
    name: '',
    email: '',
    major: '',
    birthdate: '',
    hometown: ''
  },

  //获取输入框中的值
  getName(e) {
    
    
    this.setData({
    
    
      name: e.detail.value
    })
  },

  getEmail(e) {
    
    
    this.setData({
    
    
      email: e.detail.value
    })
  },

  getMajor(e) {
    
    
    this.setData({
    
    
      major: e.detail.value
    })
  },

  getBirthdate(e) {
    
    
    this.setData({
    
    
      birthdate: e.detail.value
    })
  },

  getHometown(e) {
    
    
    this.setData({
    
    
      hometown: e.detail.value
    })
  },

  //提交学生信息
  submitStudent() {
    
    
    //将获取到的值组成一个对象
    let student = {
    
    
      name: this.data.name,
      email: this.data.email,
      major: this.data.major,
      birthdate: this.data.birthdate,
      hometown: this.data.hometown
    }

    //将学生信息添加到全局变量中
    app.globalData.students.push(student)

    //弹出提示框,提示信息提交成功
    wx.showToast({
    
    
      title: '信息提交成功',
      icon: 'success',
      duration: 2000
    })

    //清空输入框中的值
    this.setData({
    
    
      name: '',
      email: '',
      major: '',
      birthdate: '',
      hometown: ''
    })
  }
})

//index.wxml
<view class="container">
  <form class="form-container">
    <view class="form-item">
      <text class="label">姓名:</text>
      <input class="input" placeholder="请输入姓名" value="{
    
    {name}}" bindinput="getName" />
    </view>
    <view class="form-item">
      <text class="label">邮箱:</text>
      <input class="input" placeholder="请输入邮箱" value="{
    
    {email}}" bindinput="getEmail" />
    </view>
    <view class="form-item">
      <text class="label">专业:</text>
      <input class="input" placeholder="请输入专业" value="{
    
    {major}}" bindinput="getMajor" />
    </view>
    <view class="form-item">
      <text class="label">出生日期:</text>
      <input class="input" type="date" value="{
    
    {birthdate}}" bindinput="getBirthdate" />
    </view>
    <view class="form-item">
      <text class="label">户籍所在地:</text>
      <input class="input" placeholder="请输入户籍所在地" value="{
    
    {hometown}}" bindinput="getHometown" />
    </view>
    <button class="submit-btn" bindtap="submitStudent">提交</button>
  </form>
</view>

//index.wxss
.container {
    
    
  display: flex;
  justify-content: center;
  align-items: center;
  flex-direction: column;
}

.form-item {
    
    
  display: flex;
  flex-direction: row;
  align-items: center;
  margin-bottom: 10px;
}

.label {
    
    
  width: 100px;
}

.input {
    
    
  flex: 1;
  height: 40px;
  border: 1px solid #ccc;
  border-radius: 4px;
  padding: 0 10px;
}

.submit-btn {
    
    
  display: block;
  margin-top: 20px;
  width: 100%;
  height: 44px;
  background-color: #007aff;
  color: #fff;
  border-radius: 4px;
  font-size: 16px;
  line-height: 44px;
  text-align: center;
}

This WeChat applet code implements a student information collection system. Users can enter the student's name, email address, major, date of birth, and place of residence in the applet. After clicking the submit button, the student information will be saved in the global variable.

Demand analysis of student leave management system

Analyze the needs of the student leave management system, draw a function list, use case diagram and activity diagram, and a special training development plan.

【Requirements analysis of student leave management system】

1. Function list:

  1. student leave
  2. Approval leave
  3. View leave records
  4. Statistical leave data
  5. Generate leave report
  6. Export leave data
  7. Set leave rules

2. Use case diagram:

[External link picture transfer failed, the source site may have an anti-leeching mechanism, it is recommended to save the picture and upload it directly (img-6erBRdmh-1691580528503)(https://i.imgur.com/gpPs6C3.png)]

3. Activity diagram:

  1. Student leave process:

[External link picture transfer failed, the source site may have an anti-leeching mechanism, it is recommended to save the picture and upload it directly (img-ILScyCw7-1691580528505)(https://i.imgur.com/AEPRos3.png)]

  1. Teacher approval process for leave:

[External link picture transfer failed, the source site may have an anti-leeching mechanism, it is recommended to save the picture and upload it directly (img-gmYlDp0Q-1691580528506)(https://i.imgur.com/z7YPg2J.png)]

  1. The administrator checks the leave record process:

[External link picture transfer failed, the source site may have an anti-leeching mechanism, it is recommended to save the picture and upload it directly (img-fXh0HP2B-1691580528507)(https://i.imgur.com/7txLr1I.png)]

4. Special training and development plan:

Phase 1. Requirements analysis and design

  1. Determine system requirements and write requirements documents
  2. Design system architecture, draw use case diagrams and activity diagrams
  3. Write detailed design documents to determine the specific implementation of the system

Phase 2, front-end development

  1. Design the system interface, write the front-end page, realize the functions of students asking for leave, approving leave, viewing leave records, and counting leave data
  2. Implement front-end validation to ensure that the data entered by the user conforms to the specified format
  3. Realize data statistics and generate reports

Phase 3, back-end development

  1. Build server environment, install database
  2. Design the database, realize the creation of database tables and data insertion
  3. Implement the back-end interface, process the leave request and approval request sent by the front-end, and save the data to the database
  4. Write the function of exporting leave data and realize the export of data

Phase 4, Testing and Deployment

  1. Conduct unit testing and integration testing to ensure that the system is stable and reliable
  2. Deploy the system to the server to achieve online access to the system
  3. Publish the system and perform maintenance and updates

The above is the special training and development plan for the development of the student leave management system. The plan aims to gradually complete the project development through phased tasks and goals, and ensure the quality and progress of the project.

Requirements Analysis of Educational Affairs Management System

Analyze the requirements of the educational affairs management system of the Academic Affairs Office, draw a function list, use case diagram and activity diagram, and a special training development plan.
【Requirements Analysis of the Educational Affairs Management System of the Academic Affairs Office】

1. Function list:

  1. Student status management
  2. course management
  3. teacher management
  4. performance management
  5. Academic Affairs Statistics
  6. class management
  7. resource management

2. Use case diagram:

[External link picture transfer failed, the source site may have an anti-leeching mechanism, it is recommended to save the picture and upload it directly (img-MbIbSpns-1691580677866)(https://i.imgur.com/7SPDKPp.png)]

3. Activity diagram:

  1. Student status management process:

[External link picture transfer failed, the source site may have an anti-leeching mechanism, it is recommended to save the picture and upload it directly (img-UkydEAeP-1691580677868)(https://i.imgur.com/CiFyKj5.png)]

  1. Course Management Process:

[External link picture transfer failed, the source site may have an anti-leeching mechanism, it is recommended to save the picture and upload it directly (img-z2rOEjry-1691580677869)(https://i.imgur.com/CB1ojmF.png)]

  1. Grade Management Process:

[External link picture transfer failed, the source site may have an anti-leeching mechanism, it is recommended to save the picture and upload it directly (img-diqlYXz4-1691580677869)(https://i.imgur.com/1fQKyit.png)]

4. Special training and development plan:

Phase 1. Requirements analysis and design

  1. Determine system requirements and write requirements documents
  2. Design system architecture, draw use case diagrams and activity diagrams
  3. Write detailed design documents to determine the specific implementation of the system

Phase 2, front-end development

  1. Design the system interface, write the front-end page, and realize the functions of student status management, course management, grade management, etc.
  2. Implement front-end validation to ensure that the data entered by the user conforms to the specified format
  3. Realize data statistics and generate reports

Phase 3, back-end development

  1. Build server environment, install database
  2. Design the database, realize the creation of database tables and data insertion
  3. Implement the backend interface, process the request sent by the frontend, and save the data to the database
  4. Write the statistical function of educational affairs, and realize the statistics of data and the generation of reports

Phase 4, Testing and Deployment

  1. Conduct unit testing and integration testing to ensure that the system is stable and reliable
  2. Deploy the system to the server to achieve online access to the system
  3. Publish the system and perform maintenance and updates

The above is the special training development plan developed by the Educational Affairs Management System of the Academic Affairs Office. The plan aims to gradually complete the project development through phased tasks and goals, and ensure the quality and progress of the project.

generation process

First, you need to choose an AI-generated content tool. Next, you need to define the type of content to be generated, such as articles, poems, or dialogues. Before starting to generate, some initial information needs to be entered, such as topics, keywords, or characters in the conversation. The AI-generated content program then needs to be run through as many iterations as necessary to refine the resulting results. During the entire generation process, important steps and results need to be recorded in a timely manner, which can be recorded by means of screenshots or screen recordings. Finally, the resulting results need to be edited and polished to ensure that they are fluent, accurate, coherent, and content-compliant. For example, the bubble sorting algorithm generated by java above only needs to accurately describe the purpose in the artificial intelligence tool, as shown in the figure below: Note: The
insert image description here
description must be accurate, otherwise the generated content will be biased, and then a We also need to go through the generated content to ensure that it is smooth, accurate, coherent and in line with the content requirements.

Finally, let me tell you secretly that the title of my blog is based on the AIGC model to create output~_~

postscript

Thanks to CSDN for holding this AIGC technical content creation essay activity, which gave us the opportunity to show our technical level and creative ability. By participating in this event, I have a deeper understanding of the principles and applications of artificial intelligence-generated content, and also learned how to use large models for technical content creation. At the same time, I also realize that in the future, artificial intelligence-generated content will be widely used in various fields to help people create and share content more efficiently. Thanks again to CSDN and look forward to more technical exchanges and cooperation opportunities.

Reprinted from: https://blog.csdn.net/u014727709/article/details/132195428
welcome to start, welcome to comment, welcome to correct

Guess you like

Origin blog.csdn.net/u014727709/article/details/132195428