Image handwriting editor

The Image Handwriting Editor enables non-destructive enhancement of handwriting in images for analysis and archival use.
Conceptually, it detects ink, separates it from the background, and applies targeted adjustments to contrast and stroke thickness. It can also align perspective to correct skew, while retaining the original pixels for fidelity. All edits are recorded in metadata to allow review or reversion.
Beneficiaries include educators digitizing notes, researchers studying historical manuscripts, and designers preparing scans for publication. Unique value lies in preserving original content while providing robust editing tools, batch processing, and export options without altering the baseline image structure.
Core features include automatic ink detection, CLAHE-based contrast control, stroke smoothing, noise reduction, background normalization, and lossless or lossy exports. Use cases span restoring faded handwriting, cleaning scans for OCR prep, and generating high-contrast assets for distribution. The tool emphasizes non-destructive edits and traceable processing history.