DecoScript
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Development Timeline

DecoScript Evolution

Track the development journey from a single-language OCR tool to a powerful multilingual ancient text decipherment platform.

V1.0

Chinese-Only OCR

Initial release focused on Chinese ancient character recognition using basic OCR technology.

Single language (Chinese) support
Basic OCR model
Limited accuracy on ancient texts
No translation support
Chinese OCRBasic Model
V2.0

Multilingual AI Platform

Current

Major upgrade with Qwen Vision AI, multiple BERT models for text prediction, and Helsinki-NLP translation across 5 languages.

Qwen2.5-VL-7B Vision AI for OCR
5 specialized BERT models
Helsinki-NLP OPUS-MT translation
4 languages for OCR (Read)
5 languages for prediction (Find)
Much improved accuracy
Qwen AIBERTAraBERTHindiBERTParsBERTOPUS-MTChineseArabicLatinHindiPersian

Innovation Project Presentation

Feb 1st Innovation Presentation

Robot Design Presentation

DecoScript Robot Design

Technology Comparison

V1 Tech Stack

  • Basic OCR Engine
  • Chinese only
  • No AI enhancement
  • No translation

V2 Tech Stack

  • Qwen2.5-VL-7B Vision AI
  • 5 BERT models (language-specific)
  • Helsinki-NLP OPUS-MT
  • Hugging Face Inference API

Developed by FLL Team 64886 - Chrono Solvers