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Functions

AI engineers face challenges in the installation and configuration of various AI tools, data preparation, and model training. To address these challenges, the one-stop AI development platform ModelArts is provided. The platform integrates data preparation, algorithm development, model training, and model deployment into the production environment, allowing AI engineers to perform one-stop AI development.

Figure 1 Function overview

ModelArts has the following features:

  • Data governance

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

  • Rapid and simplified model training

    Enables high-performance distributed training and simplifies coding with the self-developed MoXing deep learning framework.

  • Cloud-edge-device synergy

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

  • Auto learning

    Enables model building without coding and supports image classification, object detection, and predictive analytics.

  • AI Market

    Supports commonly used algorithms and datasets, and internal and public sharing of models.