Project-MONAI / MONAI

AI Toolkit for Healthcare Imaging
https://monai.io/
Apache License 2.0
5.91k stars 1.09k forks source link

Add support for streaming data #8194

Open KumoLiu opened 2 weeks ago

KumoLiu commented 2 weeks ago

Adding support for streaming data to enhance the real-time processing capabilities. This feature would enable our platform to handle continuous flows of data, which would open up new use cases and improve responsiveness in data-driven applications.

Reference: https://developer.nvidia.com/deepstream-sdk https://github.com/Project-MONAI/MONAIStream

ericspod commented 2 weeks ago

I will mention here as well the gist demonstrating bundle inference with GStreamer. This differs a lot from how MONAIStream operated by adapting an existing bundle rather than defining components separately, and doesn't use DeepStream. I think this is useful as a contrasting concept on how to revive this form of stream support.