PaddleOCR

Workflow

1. Confirm document categories, language coverage, and latency targets.
2. Choose OCR pipeline version and model family (mobile/server).
3. Configure detection/recognition and optional orientation/unwarping modules.
4. Tune preprocessing and threshold parameters using validation sets.
5. Profile runtime performance across target hardware.
6. Validate output quality with domain-specific acceptance checks.
7. Deploy with versioned models and rollback controls.

Preflight (Ask / Check First)

• PaddleOCR version and runtime backend.
• Supported languages and mixed-language frequency.
• Hardware profile (CPU/GPU/NPU/edge).
• Throughput and batch requirements.
• Existing quality pain points (missed text, false positives, layout drift).