NCTE

Note Cursive To E-note

(for Korean Handwritten Notes)

Upload pictures of handwritten notes and get results of converted text.
With this Android/ios Application, users can manage handwritten notes online.

1. Usage Example

2. Architecture

System Architecture

AI Architecture

3. Installation Process

$ git clone https://github.com/2022-AI-FullStack-Internship-TeamB/NCTE.git
$ docker-compose up --build

**docker failed, just install 'requirements.txt' and execute 'runserver' from 'backend' directory

4. Acknowledgement and References

This project is based on several open-source repositories.
We used EasyOCR for detecting and recognizing text. We fine-tuned EasyOCR using training script from here and korean_g2.pth.
Dataset we used for fine tuning is part of Korean OCR data from AI hub.
We used the KoBART model for content summarization. One of the examples provided by kobart, kobart-sumarization, was referenced. It is summarized using a pretrained model of kobart-sumarization.
KeyBERT was also used to extract keywords. Sentence Transformers, a package for SBERT, and KoNLPy, a morpheme analyzer, were used.

5. Copyrights / End User Licensce

This project is not intended for commercial use, please do not use it for commercial purposes.

6. Contact Information

Name	곽미래	곽서진	고은서	이정현	최정민
Role	Backend/DevOps	Frontend	Frontend	Backend/AI	AI
Github	@miraekwak	@SJ-Kwak	@godori1012	@hyunihs	@JAIBC