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Vision EngineDOCUMENTATION
START HERE/From cameras to branch insights

From cameras to branch insights

A practical guide to the platform and the services running on your device. Start with configuration, then follow the data into your branch workspace.

Docker
Compose
Ultralytics
YAML configuration
Understand the YAMLsKnow what belongs in each file.Start on a deviceConfigure, generate, build, inspect.

One system, two places

The device runs the vision pipeline. The platform stores branch data and gives your team dashboards, alerts, and reports.

01

On your device

OpenCV captures frames. Ultralytics detects objects. Independent services track, enrich, evaluate rules, and deliver rows.

02

In your workspace

Sign in, select a branch, explore its data, configure dashboard widgets, and generate reports.

The path to a running installation

Use the Services repository for processing and the web platform for results. Editing YAML does not start containers; generation and deployment are separate steps.

  1. 01Configure YAML
  2. 02Validate & generate
  3. 03Run Compose
  4. 04Inspect results

What is available today

The current pipeline supports object detection, per-camera tracking, geometry enrichment, rules, webhook and email notifications, local datasets, device monitoring, buffering, and HTTP ingest.

Vision Engine ยท Configuration-driven services, branch-focused insights.