1.0.0
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PAIDF AnomalyGen is a synthetic defect generation pipeline powered by NVIDIA Cosmos diffusion models. It supports automated mask placement, anomaly inpainting, model fine-tuning, evaluation with FID metrics, and iterative refinement workflows for producing high-quality synthetic anomaly datasets used in industrial inspection and quality assurance applications.
1.0.0
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Governing Terms:
GOVERNING TERMS: The blueprint software, including deployment files and scripts, is governed by the Apache 2.0 License, and enables use of separate open source and proprietary software, containers, models, datasets and skills governed by their respective licenses below.
- Models
- Metropolis - Custom Finetuned Cosmos Predict 2 (NVIDIA Open Model Agreement)
- Custom Finetuned Qwen-Image-Edit (NVIDIA Open Model Agreement)
- TAO Commercial Pretrained NV-Dinov2 Model (NVIDIA Open Model License)
- NVIDIA/C-RADIOv3-B (NVIDIA Open Model License)
- NVIDIA Cosmos-Predict2 (Apache 2.0 License)
- NVIDIA Cosmos-Predict2-2B-Text2Image (NVIDIA Open Model License)
- NVIDIA Cosmos-Transfer2.5-2B (NVIDIA Open Model License)
- Facebook/dinov2-large (Apache 2.0 License)
- facebook/sam2-hiera-large-hf (Apache 2.0 License)
- Qwen/Qwen3-VL-4B-Instruct (Apache 2.0 License)
- Qwen3-235B-A22B(Apache 2.0 License)
- Qwen3-VL-30B-A3B-Instruct(Apache 2.0 License)
- Qwen2.5-14B-Instruct(Apache 2.0 License)
- ByteDance-Seed/SeedVR (Apache 2.0 License)
- rf-detr(Apache 2.0 License)
- BoostTrack(MIT License)
- ByteTrack(MIT License)
- Deep-OC-SORT(MIT License)
- CLIP ReID(MIT License)
- Software
- Containers and NIMs (NVIDIA Software License Agreement and Product-Specific Terms for NVIDIA AI Products)
- NVIDIA Isaac Sim (NVIDIA Software License Agreement and NVIDIA Isaac Sim Additional Software and Materials License)
- CUDA (various end user licenses and NVIDIA Deep Learning Container License)
- NVIDIA Cosmos-Transfer 2.5 (Apache 2.0)
- NVIDIA Cosmos-Predict 2.5 (Apache 2.0)
- sjtuplayer/anomalydiffusion (MIT License)
- haotian-liu/LLaVA (Apache 2.0)
- Data
- Sample images from NV-PCB AOI dataset (NVIDIA Sample Data License, attached)
- Sample Spark Bpard PCBA USD dataset (NVIDIA Sample Data License, attached)
- TAD (MIT License)
- NVIDIA Physical AI Skills (Apache 2.0)