Claude MarketplacesSubmit

Vss Deploy Detection Tracking 2d

nvidia/skillsOfficial

Deploys and operates NVIDIA's RTVI-CV 2D detection and tracking microservice, the perception layer of the Video Search and Summarization blueprint. You get two workflows in one: stand up the Docker container with the right NGC credentials and GPU config, or drive the REST API on a running instance to add streams, check health, pull metrics, and manage embeddings. Routes by intent (deploy vs. call) and includes 23 helper scripts plus platform detection for x86 dGPU, SBSA, and Jetson. If you're building warehouse or smart city CV pipelines on Metropolis and need programmatic container lifecycle plus API control, this handles both sides.

skills.sh installs: 1.8K
GitHub stars: 3.9K
last updated: Aug 21, 2026

Install

$ npx -y skills add nvidia/skills --skill vss-deploy-detection-tracking-2d --agent claude-code

Installs into .claude/skills of the current project.

Files

Deploys and operates NVIDIA's RTVI-CV 2D detection and tracking microservice, the perception layer of the Video Search and Summarization blueprint. You get two workflows in one: stand up the Docker container with the right NGC credentials and GPU config, or drive the REST API on a running instance to add streams, check health, pull metrics, and manage embeddings. Routes by intent (deploy vs. call) and includes 23 helper scripts plus platform detection for x86 dGPU, SBSA, and Jetson. If you're building warehouse or smart city CV pipelines on Metropolis and need programmatic container lifecycle plus API control, this handles both sides.

Browse the repository on GitHub

Sponsors

Promote your product hereReach 125k+ visitors monthly Promote your product hereReach 125k+ visitors monthly

Agent CaffeineSponsoredClose your lid, come back to finished work

SnugSponsoredThe clipboard manager for the AI era Promote your product hereReach 125k+ visitors monthly

WaxSponsoredBlock anything with supervision, without erasing your iPhone Promote your product hereReach 125k+ visitors monthly

knobsSponsoredSee your site on any phone, any day, in any language

Details

Repository: github.com/nvidia/skills
Categories: Backend & APIs, DevOps & CI/CD, AI & Agent Building, Data Science & ML, Release Management, Debugging, Marketing & SEO
First seen: Jul 14, 2026

Recommended

More Backend & APIs

1

vss-deploy-dense-captioningnvidia/skillsUse this skill when deploying standalone RT-VLM dense captioning or calling its REST API (uploads, captions, streams, chat-completions, Kafka). Not for VSS prof1.8Kskills.sh installs

2

vss-deploy-video-embeddingnvidia/skillsUse this skill when deploying, operating, or integrating the VSS 3.2 GA RT-Embed Video Embedding microservice. Covers Docker Compose bring-up, GPU and storage p1.8Kskills.sh installs

3

vss-manage-video-io-storagenvidia/skillsUse to call the VIOS REST API (sensor list, timelines, clip extraction, snapshots, add/delete sensors and streams). Not for VLM inference or search.1.8Kskills.sh installs

4

shopify-admin-executionshopify/shopify-ai-toolkitRun a validated Admin GraphQL operation against a specific store using Shopify CLI. Use this when the user wants an executable store workflow, not just the quer1.8Kskills.sh installs

5

apollo-kotlinapollographql/skillsGuide for building applications with Apollo Kotlin, the GraphQL client library for Android and Kotlin. Use this skill when: (1) setting up Apollo Kotlin in a Gr1.8Kskills.sh installs

6

reviewing-oracle-to-postgres-migrationgithub/awesome-copilotIdentifies Oracle-to-PostgreSQL migration risks by cross-referencing code against known behavioral differences (empty strings, refcursors, type coercion, sortin1.8Kskills.sh installs