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.

• Multi-scenario deployment

  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 Gallery

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