waritkan/thai_handwritten_OCR

Thai Handwriting OCR

ระบบรู้จำลายมือเขียนภาษาไทยด้วยปัญญาประดิษฐ์ Thai Handwriting Recognition using TrOCR Deep Learning

Features

• —Upload image of Thai handwriting
• —AI-powered text recognition
• —Based on TrOCR architecture with Thai SentencePiece tokenizer

Model

• —Base Model: microsoft/trocr-base-handwritten
• —Fine-tuned on: Thai handwriting dataset
• —Tokenizer: Thai SentencePiece (30,000 vocab)

Development Team

Institution

Senior Project 2025 Data Science, Faculty of Science Chiang Mai University, Thailand

Tech Stack

• —PyTorch
• —Transformers (Hugging Face)
• —Gradio
• —SentencePiece