brainventures commited on
Commit
21961b7
1 Parent(s): 6faae61

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +38 -0
README.md ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ language:
3
+ - ko
4
+ pipeline_tag: image-to-text
5
+ ---
6
+
7
+ # **deplot_kr**
8
+
9
+ deplot_kr is a Image-to-Data(Text) model based on the google's pix2struct architecture.
10
+ It was fine-tuned from [DePlot](https://huggingface.co/google/deplot), using korean chart image-text pairs.
11
+
12
+ deplot_kr은 google의 pix2struct 구조를 기반으로 한 한국어 image-to-data(텍스트 형태의 데이터 테이블) 모델입니다.
13
+ [DePlot](https://huggingface.co/google/deplot) 모델을 한국어 차트 이미지-텍스트 쌍 데이터세트(30만 개)를 이용하여 fine-tuning 했습니다.
14
+
15
+ ## How to use
16
+
17
+ '''python
18
+ >>> from transformers import Pix2StructImageProcessor()
19
+
20
+
21
+ ### Training data
22
+
23
+ ### Preprocessing
24
+
25
+ ### Train
26
+
27
+ The model was trained in a TPU environment.
28
+ - num_warmup_steps : 1,000
29
+ - num_training_steps : 40,000
30
+
31
+ ## Evaluation Results
32
+
33
+ This model achieves the following results:
34
+
35
+ |metrics name | % |
36
+ |:---:|:---:|
37
+ | RNSS (Relative Number Set Similarity)| 99.5483 |
38
+ | RMS F1 (Relative Mapping Similarity)| 16.6401 |