tao-run-deft-aoi

Maintained by nvidia

Run the full DEFT AOI improvement loop for NVIDIA TAO VisualChangeNet / ChangeNet PCB inspection models: baseline evaluate, RCA, Cosmos AnomalyGen / AMP synthetic defects, k-NN mining, retraining, and deployment gating until FAR / recall KPI targets are met. Use for prompts like "run the DEFT loop", "fine-tune until FA

Current version: Unknown
License: Apache-2.0 AND CC-BY-4.0
Network access: Unknown / not assessed
Review status: Not verified

Problem it solves

This catalog entry helps users find and evaluate tao-run-deft-aoi for the task described by its available catalog summary. Confirm the exact scope in the linked original source when one is available.

When to use it

Consider tao-run-deft-aoi when its available catalog summary matches the task at hand. When available, review the linked original source before use for precise instructions, requirements, and limitations.

tao-run-deft-aoi is listed as an agent skill in RefHub. The listed maintainer is nvidia. The available catalog summary is: Run the full DEFT AOI improvement loop for NVIDIA TAO VisualChangeNet / ChangeNet PCB inspection models: baseline evaluate, RCA, Cosmos AnomalyGen / AMP synthetic defects, k-NN mining, retraining, and deployment gating until FAR / recall KPI targets are met. Use for prompts like "run the DEFT loop", "fine-tune until FA When available, review the linked original source for exact usage instructions, required tools, and limitations.

Installation and updates

These commands are displayed for copying only and are never executed on RefHub servers. Review the linked upstream source before running them.

Install command

npx skills add nvidia/skills --skill tao-run-deft-aoi -y

Agent compatibility

No compatibility test has been recorded

Do not assume agent compatibility until documented test evidence is available.