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@@ -12,44 +12,15 @@ Kosmos-2.5 is a multimodal literate model for machine reading of text-intensive
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  [Kosmos-2.5: A Multimodal Literate Model](https://arxiv.org/abs/2309.11419)
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- ## NOTE
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  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.
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- ## Usage
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  ### Markdown Task
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- Run with [md.py](md.py).
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- ```text
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- - **1 \[REG\] BLACK SAKURA** 45,455
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- - **1 COOKIE DOH SAUCES** 0
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- - **1 NATA DE COCO** 0
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- - **Sub Total** 45,455
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- - **PB1 (10%)** 4,545
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- - **Rounding** 0
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- - **Total** **50,000**
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-
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- Card Payment 50,000
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- ```
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  ### OCR Task
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- Run with [ocr.py](ocr.py).
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- ```text
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- 55,595,71,595,71,629,55,629,1
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- 82,595,481,595,481,635,82,635,[REG] BLACK SAKURA
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- 716,590,841,590,841,629,716,629,45,455
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- 55,637,71,637,71,672,55,672,1
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- 82,637,486,637,486,675,82,675,COOKIE DOH SAUCES
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- 818,632,843,632,843,668,818,668,0
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- 51,683,71,683,71,719,51,719,1
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- 82,683,371,683,371,719,82,719,NATA DE COCO
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- 820,677,845,677,845,713,820,713,0
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- 32,770,851,770,851,811,32,811,Sub Total 45,455
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- 28,811,853,811,853,858,28,858,PB1 (10%) 4,545
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- 28,857,855,857,855,905,28,905,Rounding 0
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- 24,905,858,905,858,956,24,956,Total 50,000
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- 17,1096,868,1096,868,1150,17,1150,Card Payment 50,000
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- ```
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- ![output](output.png)
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-
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  ## Citation
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  [Kosmos-2.5: A Multimodal Literate Model](https://arxiv.org/abs/2309.11419)
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+ ## NOTE:
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  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.
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+ ## Inference
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  ### Markdown Task
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+ For usage instructions, please refer to [md.py](md.py).
 
 
 
 
 
 
 
 
 
 
 
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  ### OCR Task
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+ For usage instructions, please refer to [ocr.py](ocr.py).
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ## Citation
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