Jeeva18082005/handwritten-ocr-demo

✍️ Handwritten Text Recognition (HTR) System

A deep learning pipeline for recognizing handwritten text using TrOCR, spelling correction, and grammar correction.

🔬 Pipeline

1. 1.Stage 1 — Raw OCR output from Microsoft's TrOCR (trocr-large-handwritten)
2. 2.Stage 2 — Spelling correction via PySpellChecker
3. 3.Stage 3 — Grammar correction via T5 (prithivida/grammar_error_correcter_v1)

🚀 How to Use

1. 1.Upload a handwritten image
2. 2.Click Recognize →
3. 3.Watch the three-stage AI pipeline in action!

🏫 Project Info

K.S.R. College of Engineering — Final Year Deep Learning Project