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, and supports real-time and batch inference.
Auto learning
Enables model building without coding and supports image classification, object detection, and predictive analytics.