HandScript

Challenge

Generic OCR tools often fail on unique or difficult handwriting, making personal handwritten notes hard to digitize and search.

Solution

I built 'HandScript,' a proof-of-concept system that fine-tunes the TrOCR model on an individual's specific handwriting style using LoRA.

Result

A personalized recognition model that achieves significantly higher accuracy for a specific user's notes than a generic tool, paving the way for more effective personal document management.