Detect

Detect anomalies, objects, and events in real time.

Automatically identify people, objects, behaviors, and critical incidents across video streams without manual tagging or predefined rules.

A street video frame with grey detection boxes, one object boxed in coral, and a confidence list beside it.

Delivery mode

Real-time + batch

Process live streams and recorded footage with consistent detection accuracy.

Detection scope

Objects, actions, anomalies

Detect people, PPE, vehicles, behaviors, and unusual patterns across environments.

Deployment fit

Production-grade

Run detection reliably across enterprise-scale camera networks and environments.

Capabilities

What this feature unlocks

Ceptory Detect transforms video into a continuous signal layer. Instead of relying on manual monitoring, teams can automatically identify what is happening across cameras, from safety violations to operational events, as they occur across live streams and recorded footage.

  • Detect objects like people, vehicles, equipment, and safety gear in real time across live and recorded video
  • Identify actions such as movement, entry, interaction, or inactivity as they occur across camera feeds
  • Flag anomalies including unusual behavior, restricted zone access, and unexpected events without predefined rules
  • Generate structured detection outputs that feed downstream search, analysis, and alerting systems
  • Operate across multiple cameras simultaneously with consistent detection logic and coverage

Workflow

How it fits into Ceptory

  1. 1

    Connect live or recorded video sources across your environment into a unified detection layer.

  2. 2

    Apply detection models for objects, actions, or domain-specific scenarios relevant to your operating context.

  3. 3

    Continuously identify and tag events as they occur across all connected camera feeds.

  4. 4

    Send detection outputs into search, analysis, alerts, review queues, or embedded downstream workflows.

Integration

Built to plug into your stack

  • Feed detection outputs into alerting systems, operational dashboards, and supervisor review queues.
  • Combine with search and analysis for deeper investigation workflows beyond initial detection.
  • Align detection pipelines with enterprise deployment environments like cloud, private cloud, or on-prem.

FAQ

Detect: common questions

What can Ceptory Detect identify?

It can identify objects such as people, equipment, and PPE, actions including movement and interaction, and anomalies based on defined or learned patterns across any connected video source.

Does Detect work in real time?

Yes. Ceptory Detect supports both real-time stream processing for live camera feeds and batch processing of recorded footage with consistent detection accuracy across both modes.

Can detection logic be customized per environment?

Yes. Detection models and rules can be adapted to specific industries, environments, and use cases, from manufacturing safety to retail analytics to operational monitoring.

Does it require manual tagging or labeling to get started?

No. Ceptory Detect automatically identifies and tags objects, actions, and events without requiring manual labeling or predefined rule sets before deployment.

Detect deployment guidance

This feature is built for enterprise video workflows where teams need reliable outputs at production scale, not isolated experiments.

Use this page to align implementation details with governance requirements and downstream integration needs.

  • Feature-level execution steps for production adoption.
  • Integration model for search, analytics, and workflow systems.
  • Policy and review controls for enterprise operations.

Get started

Put detect to work on your footage

Start with this feature, then connect it to Ceptory's search, analysis, and deployment surface.

A street video frame with grey detection boxes, one object boxed in coral, and a confidence list beside it.