VSS Generate Video Calibration

Run AutoMagicCalib over one of three input sources and drive the calibration through the microservice REST API. For normal single-run calibration, input-resolution work differs per source and shared work from verify_project onward lives in this file. Pair selected input-mode reference with Shared Calibration Tail; explicit tuning uses its own routed workflow below.

When to Use This Skill

Run or tune AutoMagicCalib end-to-end on local files, RTSP streams, or the bundled sample dataset and (when needed) deploy the AMC microservice.

Do not use for non-AMC camera calibration or runtime analytics.

Workflow

Resolve tuning intent before input mode, then follow the applicable routing table and workflow below. Each section that ends in workflow, quick start, or flow is intended to be executed top-to-bottom. Detailed reference material lives in references/; load only the references needed for the selected intent and input mode.

Examples

Worked end-to-end examples are kept under evals/ (each *.json manifest contains a runnable scenario) and inline in the per-workflow curl blocks below. Run a Tier-3 evaluation with nv-base validate <this-skill-dir> --agent-eval to replay them.

Limitations

• Requires the matching VSS profile / microservice to be deployed and reachable from the caller.
• NGC-hosted models and NIMs may be subject to rate-limits, GPU memory requirements, and license restrictions.
• Concurrency, GPU memory, and storage limits depend on the host hardware and the profile's compose file.