As a huawei cloud information giant, Reading Knowledge Cloud is good at presenting complex information in a diversified way. There is always a picture (cloud map), profound and simple blog (cloud class) or short video (cloud vision hall) that can make you quickly start huawei cloud. Click here for more highlights.

Abstract: ModelArtsPro is a professional development suite for enterprise AI applications. Based on huawei cloud’s advanced algorithms and fast training capabilities, it provides preset workflows and models to improve the development efficiency and reduce the difficulty of enterprise AI application development.

This article is shared from Huawei cloud community “[Cloud small class] EI Lesson 28 ModelArts Pro Vision suite zero code to build visual AI applications”, author: Hi,EI.

ModelArts Pro provides a visual suite, which aims to help customers in various industries quickly develop visual AI applications that meet business demands. Meanwhile, it supports customers to independently arrange workflow, quickly realize the development and deployment of AI applications, and improve the efficiency of visual AI development.

Preset workflow

  • Retail item identification workflow

In supermarkets, retail stores and other scenarios, the updating of product categories is fast, and product identification technology will greatly improve product optimization and operation efficiency. ModelArtsPro provides retail product identification workflow, to provide you with high-precision product identification algorithm, improve the efficiency of new retail products online.

  • Surface defect inspection workflow of hot rolled steel plate

In the steel plant, the steel material, heat treatment process and use environment and other external factors will affect the service life of the steel plate, and these external factors lead to steel plate defects. Research on the defect type of steel plate surface is crucial to the service life of steel plate. ModelArts Pro provides the detection workflow of hot rolled steel plate surface defect, provides high-precision steel plate surface defect identification algorithm, and improves the on-line efficiency of steel plate surface defect detection scene.

  • Cloud identification workflow

Observing the external shape of cloud, that is, the shape and structure of cloud and the height of cloud base, plays an important role in predicting weather changes. ModelArtsPro provides a cloud recognition workflow that provides you with a high-precision cloud recognition algorithm to predict weather changes based on the external shape of the cloud.

  • Brake disc identification workflow

In the production and manufacture of auto parts, dozens or hundreds of different types of products are often produced at the same time. Whether these parts can be efficiently and accurately sorted before leaving the factory is particularly important to the benefit of enterprises. ModelArts Pro provides the brake disc recognition workflow, through the construction of the brake disc recognition model, fast and accurate identification of the brake disc category.

  • Unsupervised license plate detection workflow

License plate detection and recognition technology is of great significance to intelligent traffic management and stability of traffic law enforcement. ModelArts Pro provides the workflow of unsupervised license plate detection. Based on the high-precision unsupervised license plate detection algorithm, there is no need for user labeling data, which greatly reduces the labeling cost and improves the on-line efficiency of license plate detection scenes.

Special advantage

  • Rich scenes, covering retail, industrial, meteorological, traffic and other scenarios.

  • Model training, update process automation, update model is simple.

  • Domain model for accurate identification and understanding of image content.

  • The model can be continuously optimized based on feedback during use.

Build visual applications with zero code

Step 1: Open the kit

At present, ModelArtsPro visual suite is in the public testing stage, and it is necessary to open the public testing permission to use the visual suite for the first time.

Log in to the Console of ModelArts Pro, select the industry suite card and click Apply for Public test. Fill in the required information on the application page as prompted.

After applying for a public test, click Go to My Public test. The My Public Test page is displayed. When Approval Status changes to Approved, you have obtained the public test permission of the industry suite.

Step 2: Delegate and authorize

During your use of ModelArts Spro, ModelArtsPro requires authorization to access the Cloud resources of ModelArts services. If you are not authorized, related functions cannot be used normally.

If you do not have ModelArts Delegate authorization and access Key (AK/SK) authorization, the “Access Authorization” dialog box will pop up when entering the Industry Suite of the ModelArts Pro console.

In the Access Authorization dialog box that is displayed, enter the authorization information and click Grant Authorization to complete the access authorization configuration.

  • Username indicates the name of the user to be authorized. Retain the default value.

  • Select Modelarts_agency in Delegate.

  • Check “I have read and agree to the ModelArts Service Statement in detail”.

For details, see Configuring Access Rights.

Step 3: Create the application

Select a workflow that matches your industry and application scenario to create your application.

1. On the ModelArts Pro console interface, click Enter Kit next to the Natural Language Processing Kit card.

Go to the visual suite console.

2. In the navigation tree, choose Application Development > Workbench.

By default, the My Apps TAB is displayed.

3. On the My Application TAB page, click Create Application.

The New Application page is displayed.

You can also click My Workflow to switch to the My Workflow TAB, select a workflow, and click New Application in the card.

4. Set Application Name, Application Owner, and Application Description based on service requirements, select Industry and workflow, and set Asset Configuration based on the selected workflow.

5. Confirm the information and click OK.

The application is successfully created.

For details, see Creating an Application.

Step 4: Develop and launch your app

Follow the process guidelines to complete the workflow and launch the application.

  • Retail Product identification workflow:

See the Retail Product Identification Workflow for details.

  • Hot rolled steel plate surface defect detection workflow:

See the hot Rolled Steel Surface Defect Inspection workflow for details.

  • Cloud identification workflow

See cloud Identification Workflow for details.

  • Brake disc identification workflow

See brake Disc Identification Workflow for details.

  • Unsupervised license plate detection workflow

See unsupervised License Plate Detection Workflow for details.

Step 5: Iterative optimization

Maintain the application and continue to optimize and iterate.

Retail + ModelArts Pro

Because the cake can not stick the bar code, it needs the cake code with many artificial memories to settle accounts, which is prone to checkout errors and long customer queuing time.

The self-service goods cashier application developed based on ModelArts Pro can automatically identify goods, greatly reducing the cashier waiting time.

Automatic learning, automatic training features, so that businesses can update the application, new products can be online on the same day.

Industrial + ModelArts Pro

Identification of the proportion difference of automobile parts in shape, size, contour, texture and aperture usually requires manual work, which consumes a lot of labor cost and process cost.

The self-service sorting application developed based on ModelArts Pro can automatically identify all kinds of auto parts, greatly reduce the consumption of manpower and material resources, and improve the economic value of the production line.

With the capability of iteration, users can upload pictures of new parts to realize the update of recognition application.

What are you waiting for, to teach you how to use ModelArts Pro quickly!

Click here for details.

Click to follow, the first time to learn about Huawei cloud fresh technology ~