forked from docs/modelarts
proposalbot
7c5b3f5e25
- Reviewed-by: gtema <artem.goncharov@gmail.com> Co-authored-by: proposalbot <proposalbot@otc-service.com> Co-committed-by: proposalbot <proposalbot@otc-service.com>
33 lines
1.2 KiB
ReStructuredText
33 lines
1.2 KiB
ReStructuredText
:original_name: modelarts_01_0003.html
|
|
|
|
.. _modelarts_01_0003:
|
|
|
|
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:: /_static/images/en-us_image_0000001156920851.png
|
|
:alt: **Figure 1** Function overview
|
|
|
|
**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.
|