video-analytics

Retrieve video incidents, alerts, and metrics from Elasticsearch.

1.8k|370|Updated Oct 22, 2024
One-click install
npx skills add https://github.com/NVIDIA-AI-Blueprints/video-search-and-summarization --skill video-analytics
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: video-analytics
Source: https://github.com/NVIDIA-AI-Blueprints/video-search-and-summarization/tree/main/skills/video-analytics
Command: npx skills add https://github.com/NVIDIA-AI-Blueprints/video-search-and-summarization --skill video-analytics

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Enables users to access and analyze recorded video incidents, alerts, and metrics stored in Elasticsearch, simplifying event retrieval.

Core Features & Use Cases

  • Incident and Alert Lookup: Retrieve recent incidents, alerts, and object counts for security, monitoring, or operational analysis.
  • Metrics Analysis: Compute averages and speeds over specific timeframes for optimizing workflows or assessing performance.
  • Use Case: A security team wants to find all recent motion detections in a specific zone to verify ongoing events and analyze crowd density during peak hours.

Quick Start

Query the latest incidents or alerts from your video system by calling the appropriate API commands with your sensor details and time range.

Frequently Asked Questions about video-analytics

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I query video incident data and metrics from Elasticsearch?

Query video incident data from Elasticsearch by specifying sensor details and time ranges to retrieve stored alerts, object counts, and metrics. This provides rapid access to recorded video events for security and operational analysis.

What is the best way to retrieve recent security alerts and motion detections for a specific zone?

Retrieve recent security alerts and motion detections by querying stored video incidents with your specific sensor and zone parameters. The system supports incident retrieval and detailed inspection for verifying ongoing events and analyzing crowd density.

Can I compute average speeds and object counts over a specific timeframe using video analytics data?

Yes, you can compute averages and speeds over specific timeframes using video analytics metrics. The skill performs statistical analysis on stored Elasticsearch data to help optimize workflows and assess operational performance.

Does this video monitoring skill work with MCP-based systems?

Yes, this video monitoring skill operates within a video analytics infrastructure and interacts directly with MCP-based systems. It fulfills technical requirements for real-time data querying and analysis workflows.

What do I need to set up before querying video alerts from Elasticsearch?

Before querying video alerts from Elasticsearch, you need an active video analytics infrastructure storing incidents and metrics in Elasticsearch. You also need your specific sensor details and desired time ranges to execute the API commands.

Why use Elasticsearch for storing video incident and alert data instead of other databases?

Elasticsearch enables rapid access to stored video incidents, alerts, and metric data, simplifying event retrieval for security and safety monitoring. It supports real-time querying and statistical analysis workflows for operational optimization.