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vss-deploy-detection-tracking-2d - Deploy and operate RTVI-CV 2D detection and tracking

Deploy, debug, tear down, and call the REST API of the RTVI-CV 2D detection and tracking microservice.

Tags

Updated: 2026-10-06

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Deploy RTVI-CV containers
  • Operate detection and tracking
  • Debug service startup issues
  • Tear down containers
  • Manage streams through REST
  • Check health and readiness
  • Collect service metrics
  • Generate text embeddings

Inputs

  • VSS deployment host
  • NGC credentials
  • Container image reference
  • Deployment use case
  • Stream URIs
  • Stream count
  • Sink type
  • REST service address

Outputs

  • Deployment status messages
  • Fixed-width step receipts
  • Running RTVI-CV container
  • REST API responses
  • Stream state changes
  • Health status
  • Metrics snapshots
  • Downloaded resources
  • Container teardown state

Requirements

  • Reachable VSS deployment
  • NGC credentials
  • curl
  • jq
  • Docker
  • Supported GPU platform
  • Sufficient GPU memory
  • Required model licenses

Source

  • Spec: SKILL.md
RTVI-CV
2D detection
object tracking
microservice deployment
REST API
Docker
DeepStream
stream management
health checks
metrics
Deploy RTVI-CV containers
Operate detection and tracking
Debug service startup issues
Tear down containers
VSS deployment host
NGC credentials
Container image reference
Deployment status messages
Fixed-width step receipts
Running RTVI-CV container