vss-deploy-detection-tracking-3d skillA
vss-deploy-detection-tracking-3d is agent-read markdown (skill) from nvidia-ai-blueprints/video-search-and-summarization: Use when deploying or operating standalone RTVI-CV-3D / MV3DT multi-camera 3D tracking for calibrated MP4/file inputs and live RTSP streams: missing-calibration handoff to AMC skills, the 4-camera sample dataset, camera config, BEV Fusion, live OSD or saved grid/BEV outputs, bundled brokers, basic external MQTT/Kafka brokers, verification, and teardown. Trigger for generic MV3DT, RTVI-CV-3D, multi-view 3D tracking, multi-cam tracking, or sample MV3DT dataset requests. Explicit warehouse blueprin.
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# VSS Deploy Detection And Tracking 3D ## When to Use This Skill Deploy the standalone RT-CV-3D MV3DT stack from `services/rtvi/rt-cv-3d/rt-cv-mv3dt`. This is the default path for MV3DT / RTVI-CV-3D / multi-camera tracking requests. Do not derive MV3DT services from the warehouse blueprint for this skill. Use `vss-build-vision-ai` only when the user explicitly asks for warehouse MV3DT, the warehouse blueprint, a `bp_wh*` profile, warehouse compose files, or the combined warehouse application stack. When routing an explicit warehouse MV3DT request, also state the boundary: generic MV3DT uses standalone RT-CV-3D, while warehouse MV3DT uses warehouse/profile deployment. For single-camera 2D detection or tracking, use the 2D tracking or DeepStream skills instead. Public docs: https://docs.nvidia.com/vss/latest/object-detection-tracking.html. ## Examples Example operation prompts: - "Deploy MV3DT on my calibrated four-camera MP4 dataset and save output." - "Deploy MV3DT on the sample dataset." - "Enable multi-camera tracking on the 4-cam example dataset." - "Run RTVI-CV-3D on these RTSP streams after calibration." …
Read the whole file at its exact version.
How to install
mdr add nvidia-ai-blueprints/video-search-and-summarization/vss-deploy-detection-tracking-3d@v3.3.0mdr add nvidia-ai-blueprints/video-search-and-summarization/vss-deploy-detection-tracking-3d@sha256:2b5df8308eca6d7ePin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_ysagqs3hkga2ue4n)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v3.3.0 latest | 2026-09-14 | 4ac059f | 20,351 B | A | view · diff |
| v3.3.0 | 2026-09-01 | fdf50ba | 20,348 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (20351 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
nvidia-ai-blueprints/video-search-and-summarization · 1,876 stars · license NOASSERTION · pushed 2026-09-24 · branch develop
API
GET https://markdownregistry.com/api/v1/artifacts/art_ysagqs3hkga2ue4n GET https://markdownregistry.com/api/v1/resolve?ref=nvidia-ai-blueprints/video-search-and-summarization/vss-deploy-detection-tracking-3d GET https://markdownregistry.com/api/v1/blob/2b5df8308eca6d7e0200f17ba49a01f105ea034aaf60c74083cc1b9de90570c6
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