Physical Ai Defect Image Generation V1 1
NVIDIA/physical-ai-data-factory/skills/physical-ai-defect-image-generation-v1-1
ai-mlOfficial
Official Provider SkillView repo
Use for NVIDIA Cosmos3-based AnomalyGen 1.1 defect image generation on OSMO; use the unversioned physical-ai-defect-image-generation skill for the original workflow. Orchestrates Day 0 USD-to-ROI, Qwen image-edit augmentation, LoRA finetuning, and generation, plus Day 1 checkpoint reuse, inference, and labeling for PCBA, metal surfaces, and glass. Trigger for AnomalyGen 1.1, Cosmos3 defects, DIG 1.1, Day 0 or Day 1 PCBA, manual ROI, real-photo alignment, setup_pcb, setup_metal, setup_glass, setu
Files40 files
BENCHMARK.md113 lines
Loading editor…
Install
RecommendedOne command — your agent picks it up automatically.
Select an AI agent above to see the install command.
or
Manual Install
More stepsDownload the archive and add the files to your project manually.
Skill details
Versionv1.0.0
AuthorNVIDIA
Categoryai-ml
Skill IDNVIDIA/physical-ai-data-factory/skills/physical-ai-defect-image-generation-v1-1
Files40 files
Related skills
Physical Ai Defect Image GenerationUse when the user wants to orchestrate defect image generation with NVIDIA Cosmos AnomalyGen (Cosmos-Predict2-derived) on OSMO for PCBA, metal surface, and glass inspection. The Day 0 path handles cold-start with USD-to-ROI, image-edit augmentation, and AnomalyGen to create initial PCBA datasets. The Day 1 path performs inference and labeling on real images. This skill helps with first-time asset setup, creation of finetuning checkpoints, and configuring deployment.
Trigger keywords: defect imagPhysical Ai Video Data AugmentationUse when running video data augmentation and auto-labeling workflows on OSMO: flow selection, preflight, submit-time interpolation, monitoring, and output retrieval. Trigger keywords: video data augmentation, data enrichment, auto labeling, VDA demo, OSMO workflow, pseudo labeling.Nemoclaw Maintainer Cross Issue SweepFind open issues that a NemoClaw PR may also fix or conflict with. Use when related-issue analysis is requested.Nemoclaw Maintainer Fix E2e FailuresContinuously maintain automatic NemoClaw main E2E results through coordinated repairs. Use for ongoing maintenance, not one-time dispatch or diagnosis.Nemoclaw Maintainer MorningPrepare the NemoClaw morning maintainer plan: triage the backlog, select a target version, and identify release candidates and stragglers.Nemoclaw Maintainer Runtime ProviderImplement or review a native managed NemoClaw runtime provider and its activation or qualification. Excludes the portable experimental profile.