metadata
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, using korean chart image-text pairs.
deplot_kr은 google의 pix2struct 구조를 기반으로 한 한국어 image-to-data(텍스트 형태의 데이터 테이블) 모델입니다. 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 |