Build video checks for assembly-line compliance.
What it does
Guides building, extending, and debugging a video-analysis service that checks whether industrial assembly steps are performed in order.
When to use it
Use when building, deploying, evaluating, debugging, or measuring latency for the DeepStream SOP Inference Microservice, rather than for generic DeepStream pipelines or video summarization.
How to use it
Give it a development request and a project; it creates or updates the SOP microservice using reference implementations, templates, and generation rules.
What you provide
- An existing project
What you need · 2
Docker is required to build the image and launch the containerized service during deployment or evaluation.
Running the inference service requires a GPU; the reference model loader moves the model to a CUDA device.
Access · 1
This skill
nvds-action-sop
Starts the SOP inference service