Synthetic invoice dataset tier comparison
Choosing a tier depends on whether you need a quick eval, a first fine-tune, or production-scale volume. All tiers share the same annotation schema.
Decision guide
- Sample (50, free): mostly clean renders to inspect bbox quality, JSON schema, and manifest format before spending budget.
- Starter (1,000): first model fine-tune or internal benchmark. Best value for small teams — available now.
- Professional (10,000): production training runs with full degradation and multi-page coverage.
- Scan Robust (10,000): 100% degraded samples plus clean/degraded pairs for scan-only OCR pipelines.
- Enterprise (100,000): maximum volume with COCO export for object-detection workflows.
When Scan Robust beats balanced mode
If your production traffic is photographed or scanned paper, train on degraded-only data. Filter with degradation_tags[] for curriculum schedules. See degradation metadata guide.
Start with the free sample, then upgrade to Starter when your eval checklist passes.
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