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VSS

Table of Contents

  • Release Notes
  • Getting Started
    • Prerequisites
    • Quickstart

Vision Agent

  • Agent Workflows
    • Video Summarization
    • Search
    • Alert Verification
    • Real-Time Alerts
    • Industry-Specific Examples
      • Smart City Blueprint
        • Introduction to the NVIDIA Smart City AI Blueprint
        • Prerequisites
        • Quickstart Guide - Docker Compose
        • Development Workflow
          • Blueprint Deep Dive
          • Calibration
          • Deployment
          • Simulation and Synthetic Data Generation
          • Model Fine Tuning
        • Operations (Monitoring, Troubleshooting, FAQ, Known Limitations)
          • Known Limitations
          • Troubleshooting Guide
          • FAQ
          • License Information
      • Warehouse Operations Blueprint
        • Introduction
        • Release Notes
        • Prerequisites
        • Quickstart
        • Development Workflow
          • Deployment & Customization
          • Simulation and Synthetic Data Generation
          • Model Finetuning
        • Microservice Configuration
          • Perception
          • Behavior Analytics
          • Alerting Service
          • Agents
          • Reference Agentic UI
        • Operations (Monitoring, Troubleshooting, FAQ, Known Limitations)
          • Accuracy & Performance Benchmarks
          • System Sizing Guide
          • Known Limitations
          • Troubleshooting Guide
          • FAQ
          • License Information
  • Agent Skills
  • Agent Harnesses
    • NemoClaw
      • Setup VSS and Skills
      • VSS Orchestrator MCP
      • Additional Configuration
      • Troubleshooting
  • VSS Agents
    • Agent Overview
      • API Reference
    • Agent Profiles
    • Agent Configuration
    • Agent Customization
      • Configure the LLM
      • Configure the VLM
    • Agent Evaluation
    • Report Generation
    • Observability
    • Video-Analytics-MCP Server
    • Agent Known Issues

System Components

  • Vision Microservices
    • Object Detection and Tracking
      • API Reference
    • Real-Time VLM
      • API Reference
    • Video Embedding Generation
      • API Reference
    • Video Summarization
      • API Reference
  • Analytics Microservices
    • Behavior Analytics
    • Alerts Microservice
      • Alert Verification API
  • Middleware
    • Video IO & Storage (VIOS)
      • VIOS Microservices
      • NVStreamer
      • VST Sensor Management API
      • VST Live Stream Management API
      • VST Replay Stream Management API
      • VST Record Stream Management API
      • VST Proxy Stream Management API
      • VST Storage Management API
    • API Gateway / MCP
      • Video Analytics API
        • Video Analytics API Reference
      • Video Analytics MCP
    • Message Broker
      • Kafka
      • Redis
    • NvSchema
      • JSON Schema
      • Protobuf Schema
    • Database
      • ELK
    • Observability
  • User Interface
  • Models
    • Model customization overview
    • SigLIP 2 object embeddings
    • Cosmos-Embed1 (video embedding)
    • Sparse4D (3D multi-camera)
    • RT-DETR (2D warehouse detection)
  • Configuration
    • VSS Configurator
    • SDR Controller
    • Deepstream Configurator
    • VLM Autoscaling
  • Calibration
    • Auto Calibration
      • Overview
      • Getting Started
      • Workflow Steps
      • Custom Dataset
      • Troubleshooting
    • SDG Calibration
    • Legacy Camera Calibration
    • Calibration-Camera-Positioning-Guide
    • Calibration-Schema

Appendix

  • API Reference
  • Performance
    • Alert Verification Performance
    • Video Summarization Performance
    • Search Performance
    • RT-CV Performance
    • RT-VLM Performance
    • RT-Embed Performance
    • VIOS Performance
  • Additional Deployments
    • Brev Launchable
    • Edge Deployment
    • Helm Deployment
    • Secure Deployment
  • FAQ
  • Known Limitations
  • License Information
  • EULA
  • Agent Workflows
  • Industry-Specific Examples
  • Warehouse Operations Blueprint Documentation
  • Development Workflow
  • Deployment and Customization

Deployment and Customization#

VSS Warehouse Blueprint is a set of customizable reference workflows for real-time video analytics for warehouse operations use cases, designed to accelerate the development of comprehensive systems. There are several deployment profiles consisting of camera streaming, AI perception, analytics, and other supporting microservices. Refer to the sections below for more details.

  • 2D Vision AI Profile
    • Overview
    • Deployment Architecture
    • Setup and Configuration
    • Testing and Validation
    • Events and Incidents
    • Latency Measurements
    • Customization
  • 2D Vision AI with Agents Profile
    • Overview
    • Deployment Architecture
    • Setup and Configuration
    • Testing and Validation
    • Events and Incidents
    • Latency Measurements
    • Customization
  • 3D Vision AI Profile
    • Overview
    • Deployment Architecture
    • Setup and Configuration
    • Testing and Validation
    • Events and Incidents
    • Latency Measurements
    • Customization
  • MV3DT Vision AI Profile
    • Overview
    • Deployment Architecture
    • Setup and Configuration
    • Testing and Validation
    • Events and Incidents
    • Latency Measurements
    • Customization

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Development Workflow

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VSS Warehouse Blueprint - 2D Vision AI Profile

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Last updated on Jun 06, 2026.