⭐ New features¢

Here is a quick summary of the major updates in the platform that are relevant for users. Minor updates to the documentation will still be performed continuously but not notified here.

πŸ“˜ docs, πŸ“ˆ dashboard, πŸ“Œ others

πŸš€ Upcoming featuresΒΆ

In this section, we will offer some insight on to where the AI4OS stack is heading.

First, the are a number of mature features that are in the process of being integrated in the stack:

  • πŸ“ˆ try model endpoints with OSCAR

  • πŸ“ˆ new tool for image annotation (CVAT)

  • πŸ“ˆ new tool for efficient video streaming (Kafka)

  • πŸ“ˆ support for federated learning with NVflare

Along with these upcoming features, we are exploring more improvements. These are in an experimental status and might not finally get integrated in the stack.

  • πŸ“ˆ carbon footprint estimator for your deployments

  • πŸ“ˆ graph visualizations of your module/deployment metadata

  • πŸ“ˆ ability to snapshot deployments

  • πŸ“ˆ ability to launch trainings in batch

  • πŸ“ˆ new popularity metrics

Do you find something missing? Please check how to suggest a new feature.