Overview
The Enhancer safeguards the pipeline from the effects of low-quality or degraded inputs. Whether dealing with faded archival scans or low-quality mobile captures, this node uses varying techniques, from standard image processing to Generative AI, to reconstruct legible documents without altering the underlying truth.
Capabilities
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Noise Elimination
Cleans scanning artifacts and background noise to improve readability.
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Configurable Intelligence
Choose between deterministic filters or GenAI-based reconstruction prompts.
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Smart Filtering
Automatically detects and discards empty or irrelevant pages.
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Human-in-the-Loop
Integrates with Reviewer node for rapid visual checks and modifications of enhancements.
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Verifiable Output
Keeps original and versioned enhanced images for full compliance.
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Mobile Optimization
Corrects lighting and angle issues typical in phone-captured uploads.
Benefits
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Error Reduction
Boosts downstream OCR and extraction accuracy by minimizing visual ambiguities.
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Throughput Increase
Reduces manual pre-processing time, accelerating overall workflow execution.
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Compliance Confidence
Produces cleaner, more legible records that meet auditing and regulatory visibility requirements.
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Archive Revival
Makes legacy, degraded document archives searchable and usable again.
FAQ
It clarifies visual data. All versions are versioned, ensuring the original "raw" file is never lost.
Yes. You can tune parameters or switch between rule-based filters and GenAI-driven reconstruction depending on your needs.
No. The Enhancer prioritizes fidelity and preserves all legally meaningful marks without modification.
Not significantly. Lightweight filters run instantly, and AI-based enhancements are selectively applied only when needed.