open-dataset

Evaluate a Zira vision model — see how accurately it detects each class (precision, recall, the images it gets wrong, drawn on the images) by running it on a…

Inspect local nail or fastener images for nail-head appearance, surrounding wood texture and movement across aligned views, using OpenCV measurements and…

Build or update a Zira dashboard with native charts, KPIs, tables, filters and AI summary widgets grounded in real source metrics, then verify saved settings…

Create a native Zira trimsaw validation dashboard after asking the user to select one or more data sources.

Find rare defect examples such as raised nails among a Pallet Vision camera's nail slices, let a person review the candidates on a local page with the…

Set up a recurring report over one or more Zira data sources at a site in a few guided steps.

Check the basic status of every Zira camera at chosen sites, now or on a schedule — online or offline, battery and charging, temperature, camera on or moved…

Set up a recurring Zira fleet health report for one or more sites in a few guided steps.

Load a Zira site's data-source readings for a time range onto this computer, answer questions about them, and build an interactive HTML report with charts and…

Check Zira device health for trimsaw, bandsaw and pallet-QA fleets; deliver interactive dashboards and optional hosted links, investigate findings, manage…

Open a Zira Vision or Pallet Vision camera live — its focused live page with video and live data in the host's browser, a summary of what it is counting right…

Plan Zira trimsaw stop calibration from readings anchored on a trusted stop.