Physical Ai Defect Image Generation
NVIDIA/physical-ai-data-factory/skills/physical-ai-defect-image-generation
creativityOfficial
Official Provider SkillView repo
Use 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 imag
Files40 files
BENCHMARK.md82 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
Categorycreativity
Skill IDNVIDIA/physical-ai-data-factory/skills/physical-ai-defect-image-generation
Files40 files
Related skills
Physical Ai Defect Image Generation V1 1Use 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, setuPhysical 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.Generate Sandbox PolicyGenerate sandbox security policies from plain-language requirements and optional REST API documentation. Produces L4 or fine-grained L7 network policies and ordered network middleware configuration. Use for API access rules, middleware host selection, failure behavior, or built-in and operator-run middleware attachment. Trigger keywords - generate policy, create policy, update policy, change policy, sandbox policy, network policy, API policy, security policy, allow API, restrict API, network midData DesignerUse when the user wants to create a dataset, generate synthetic data, or build a data generation pipeline.Earth2studio Create DiagnosticCreate Earth2Studio diagnostic model wrappers for single-step data transformations, including simple derived diagnostics, packaged AutoModel diagnostics, and generative or diffusion diagnostics. Do NOT use for prognostic time-stepping models, data sources, or installation.Earth2studio Create PrognosticCreate Earth2Studio prognostic (time-stepping forecast) model wrappers. Do NOT use for diagnostic models, data sources, or installation.