nv-generate-mr-brain

Create synthetic brain MRI volumes for engineering review.

medical imaging

What it does

Generates synthetic brain MRI NIfTI volumes and a JSON result.

When to use it

Use it to generate synthetic T1, T2, FLAIR, SWI, or MRA brain MRI volumes.

Give it a model configuration file, modality, and output directory; it generates synthetic MRI volumes and a JSON result in the project.

What you provide

This skill

GitHub

Read

Downloads NV-Generate-CTMR from GitHub

Hugging Face

Read

Downloads model weights from Hugging Face

pip

Execute

Installs upstream Python packages

~/.cache/nvidia-skills/upstreams/NV-Generate-CTMR-da438fe

Write

Saves the upstream checkout

Requires Python 3.10 or newer.

Requires an NVIDIA GPU with at least 16 GB VRAM and has no CPU fallback.

Inference requires a checkout at the exact manifest commit with clean tracked files.

Requires the pinned reused autoencoder checkpoint under the upstream checkout.