Production Challenge
Baseline Visual Bottleneck
Standard img2img style transfer either erased the subject’s facial bone structure or failed to adopt the target art direction.
LoRA & Identity · Media, Gaming & Personalized IP
Flux + PuLID Identity-Locked Style Transfer Graph
Zero-shot facial identity preservation across stylized editorial, cybernetic, and painterly worlds using Flux + PuLID.
Verified Outcome Metric
Sub-6-second single-image personalization ready for serverless consumer web apps.
Deterministic Pipeline Architecture
Engineered Solution
Calibrated PuLID-Flux facial embedding weights injected at mid-blocks while early/late blocks follow custom style conditioning.
Interactive Plate Inspector
Compare multi-shot continuity & lighting fidelity.
Archive Gallery (5 High-Res Plates)
Extracted production deliverables.
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