Extend the frame.
Preserve the intent.
A precision outpainting workstation for product, editorial, and creative imagery. Measurable parameters, reproducible seeds, sub-9-second inference.
Built for production, not for posters.
Every parameter is exposed. Every output is traceable. No black boxes.
Directional Expansion
Extend any edge — top, bottom, left, right, or all four — with pixel-precise control from 64 to 1024px.
Seed Reproducibility
Lock seeds for deterministic outputs. Re-run identical jobs across teams with verified visual continuity.
Guidance Tuning
Adjust CFG scale (1.0–20.0) and inference steps (10–100) to dial between strict prompt adherence and natural continuity.
Project Organization
Group images by campaign, brand, or shoot. Track every generation with timestamps and credit usage.
Sub-9s Inference
Average generation time of 8.4s for 1024×768 source images at 50 inference steps. Measured, not estimated.
Negative Prompting
Specify what to avoid — artifacts, repetition, color shifts. Steer the model away from common failure modes.
Four steps. Measured outcomes.
Upload source
Drop any JPEG or PNG up to 4096×4096. Source metadata is preserved and indexed.
Configure expansion vector
Select direction (top, bottom, left, right, all) and magnitude (64–1024px). Set prompt and negative prompt.
Tune guidance
Adjust CFG scale and inference steps. Pin a seed for reproducibility, or let the engine sample.
Review & archive
Compare source vs result side-by-side. Favorite, download, or queue variants. Every job logged.