ModelArts

ModelArts is a one-stop development platform for AI developers. With data preprocessing, semi-automated data labeling, distributed training, automated model building, and model deployment on the device, edge, and cloud, ModelArts helps AI developers build models quickly and manage the lifecycle of AI development.

Product Advantages
  • Enterprise-class Use

    Processes large datasets and manages their versions, deploys models on devices, the edge, and the cloud, visualizes development workflows, and shares AI assets in the marketplace.

  • High Performance

    The Huawei-developed MoXing framework delivers high-performance distributed training. GPU utilization is optimized for online inference. Models can run on the Ascend AI chip.

Application Scenarios
  • Image Recognition

  • Video Analysis

  • Speech Recognition

  • Product Recommendation

  • Anomaly Detection

Image Recognition

Image Recognition

Identifies objects in images, such as animals, brand logos, and vehicle types.

Advantages

Extensive Models

Offers various image classification and image semantic segmentation models.

Convenience

Pre-trained models based on open source datasets allow you to accelerate learning in your profile.

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Video Analysis

Video Analysis

Analyzes video content, such as human faces and vehicles.

Advantages

Various Models

Offers extensive video detection and video semantic analysis models.

Convenience

Pre-trained models based on open source datasets allow you to accelerate learning in your profile.

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Speech Recognition

Speech Recognition

Enables machines to understand speech and assist in speech processing. This is highly applicable to scenarios that involve customer service chatbots and smart assistants.

Advantages

Multiple Models

Offers a number of natural language processing models.

Convenience

Pre-trained models based on open source datasets allow you to accelerate learning in your profile.

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Product Recommendation

Product Recommendation

Makes personalized recommendations for customers based on their profile and product usage histories.

Related Information

Recommended Algorithms

Random Decision Forest Classification (RDFC) and Gradient Boosted Tree Classification (GBTC)

Typical Case

Wealth management recommendations and vehicle price predictions

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Anomaly Detection

Anomaly Detection

Uses an automatic network detection system to predict suspicious traffic or faulty devices according to real-time traffic analysis.

Related Information

Recommended Algorithms

PCA-Based Anomaly Detection and Isolation Forest (IF)

Typical Case

Network intrusion detection

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Functions

  • Data Management

    Manages data preparation, such as data collection, filtering, and labeling, and dataset versions.

  • Distributed Training

    The Huawei-developed MoXing deep learning framework enables high-performance distributed training and simplifies coding.

  • Model Deployment

    Deploys models in various production environments such as devices, the edge, and the cloud, and supports batch inference jobs.

Data Management

Distributed Training

Model Deployment

  • Auto Learning

    Supports model building without coding and auto learning with image classification, object detection, and predictive analysis.

  • Visualized Workflow

    Manages and visualizes the lifecycle of AI development workflows, implementing data and model lineage.

  • AI Marketplace

    Supports commonly used models and datasets, and internal or public sharing of enterprise models in the marketplace.

Auto Learning

Visualized Workflow

AI Marketplace

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