README.md

---
language:
- ko
pipeline_tag: image-to-text
---

# **deplot_kr**

deplot_kr is a Image-to-Data(Text) model based on the google's pix2struct architecture.
It was fine-tuned from [DePlot](https://huggingface.co/google/deplot), using korean chart image-text pairs.

deplot_kr은 google의 pix2struct 구조를 기반으로 한 한국어 image-to-data(텍스트 형태의 데이터 테이블) 모델입니다.
[DePlot](https://huggingface.co/google/deplot) 모델을 한국어 차트 이미지-텍스트 쌍 데이터세트(30만 개)를 이용하여 fine-tuning 했습니다.

## How to use



### Training data

### Preprocessing

### Train

The model was trained in a TPU environment.
- num_warmup_steps : 1,000
- num_training_steps : 40,000 

## Evaluation Results

This model achieves the following results:

|metrics name | % |
|:---:|:---:|
| RNSS (Relative Number Set Similarity)| 99.5483 |
| RMS F1 (Relative Mapping Similarity)| 16.6401 |