Imported from mikesvoboda/nemotron-v3-home-security-intelligence (
docs/guides/AGENTS.md). Install upstream withnpx skills add mikesvoboda/nemotron-v3-home-security-intelligence --skill guides. Copyright stays with the author.
Guides Directory - Agent Guide
Purpose
This directory contains comprehensive feature guides for video analytics, zone configuration, face recognition, and observability capabilities in Home Security Intelligence.
Directory Contents
docs/guides/
AGENTS.md # This file - directory guide
video-analytics.md # AI pipeline overview, detection, scene understanding
zone-configuration.md # Zone setup, dwell time, line crossing, household integration
face-recognition.md # Face detection, person re-ID, household matching
profiling.md # Pyroscope continuous profiling guide
Guide Overview
| Guide | Purpose | Audience |
|---|---|---|
| Video Analytics | Complete AI pipeline documentation | Developers, operators |
| Zone Configuration | Detection zone setup and intelligence features | Users, operators |
| Face Recognition | Face detection and person identification | Users, operators |
| Profiling | Continuous profiling with Pyroscope | Developers, operators |
Key Topics by Guide
Video Analytics Guide
- Object detection with YOLO26
- Scene understanding with Florence-2
- Anomaly detection using CLIP baselines
- Threat detection (weapons, dangerous items)
- Person analysis (pose, demographics, clothing, re-ID)
- Vehicle analysis (classification, plates)
- Risk assessment with Nemotron LLM
- Analytics API reference
Zone Configuration Guide
- Zone types (entry_point, exit_point, restricted, monitored)
- Drawing rectangle and polygon zones
- Dwell time tracking
- Line crossing detection
- Approach vector calculation
- Household integration and trust levels
- Schedule-based access rules
- Zone API reference
Face Recognition Guide
- Face detection pipeline
- Person re-identification embeddings
- Demographics (age, gender) estimation
- Household member registration
- Cross-camera entity tracking
- Alert integration for unknown persons
- Privacy considerations
Related Documentation
| Resource | Location |
|---|---|
| Analytics API | ../api/analytics-endpoints.md |
| Cameras API | ../architecture/api-reference/cameras-api.md |
| UI Zone Documentation | ../ui/zones.md |
| UI Analytics | ../ui/analytics.md |
| Backend Services | ../../backend/services/AGENTS.md |
| AI Enrichment | ../../ai/enrichment/AGENTS.md |
Entry Points
- New users: Start with Video Analytics Guide for system overview
- Zone setup: See Zone Configuration Guide
- Household setup: See Face Recognition Guide
- API integration: See Analytics API
- RTSP/ONVIF cameras: See Cameras API for RTSP configuration and ONVIF device management