Synthetic & Generative Data
Generate training data with AI — when real data is scarce, hard to collect, or expensive
What Makes This Technology Special
GAN Generation
Use GANs to generate realistic defect images for QC model training
Diffusion Models
Use Stable Diffusion to generate images from descriptions
3D Rendering
Generate images from 3D models — control angle, lighting, color
Auto-Labeling
Synthetic images come with automatic labels — no annotation needed
Domain Randomization
Randomize backgrounds, lighting, textures for robustness
Validation Pipeline
Verify that synthetic data actually improves model performance
Why You Need This Technology
No Waiting for Defects
Generate defect images instantly without waiting for real ones
Free Labels
Synthetic images come with automatic annotations
90% Cost Reduction
Much cheaper than collecting and annotating real data
Privacy Safe
No need for real data that may have privacy concerns
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