Update README.md

README.md

@@ -12,44 +12,15 @@ Kosmos-2.5 is a multimodal literate model for machine reading of text-intensive
 
 [Kosmos-2.5: A Multimodal Literate Model](https://arxiv.org/abs/2309.11419)
 
-## NOTE
+## NOTE:
 Since this is a generative model, there is a risk of **hallucination** during the generation process, and it **CAN NOT** guarantee the accuracy of all OCR/Markdown results in the images.
 
-## Usage
+## Inference
 ### Markdown Task
-Run with [md.py](md.py).
-```text
-- **1 \[REG\] BLACK SAKURA** 45,455
-- **1 COOKIE DOH SAUCES** 0
-- **1 NATA DE COCO** 0
-- **Sub Total** 45,455
-- **PB1 (10%)** 4,545
-- **Rounding** 0
-- **Total** **50,000**
-
-Card Payment 50,000
-```
+For usage instructions, please refer to [md.py](md.py).
 
 ### OCR Task
-Run with [ocr.py](ocr.py).
-```text
-55,595,71,595,71,629,55,629,1
-82,595,481,595,481,635,82,635,[REG] BLACK SAKURA
-716,590,841,590,841,629,716,629,45,455
-55,637,71,637,71,672,55,672,1
-82,637,486,637,486,675,82,675,COOKIE DOH SAUCES
-818,632,843,632,843,668,818,668,0
-51,683,71,683,71,719,51,719,1
-82,683,371,683,371,719,82,719,NATA DE COCO
-820,677,845,677,845,713,820,713,0
-32,770,851,770,851,811,32,811,Sub Total 45,455
-28,811,853,811,853,858,28,858,PB1 (10%) 4,545
-28,857,855,857,855,905,28,905,Rounding 0
-24,905,858,905,858,956,24,956,Total 50,000
-17,1096,868,1096,868,1150,17,1150,Card Payment 50,000
-```
-![output](output.png)
-
+For usage instructions, please refer to [ocr.py](ocr.py).
 
 ## Citation