Update README.md

README.md

@@ -5,6 +5,7 @@ tags:
 - math-formula-recognition
 - mfr
 - pix2text
+- p2t
 - image-to-text
 license: mit
 library_name: transformers
@@ -16,11 +17,11 @@ Mathematical Formula Recognition (MFR) model from [Pix2Text (P2T)](https://githu
 ## Model Details / 模型细节
 
 This MFR model utilizes the [TrOCR](https://huggingface.co/docs/transformers/model_doc/trocr) architecture developed by Microsoft, starting with its initial values and retrained using a dataset of mathematical formula images. 
-The resulting MFR model can be used to convert images of mathematical formulas into LaTeX text representation.
+The resulting MFR model can be used to convert images of mathematical formulas into LaTeX text representation. More detailed can be found: [Pix2Text V1.0 New Release: The Best Open-Source Formula Recognition Model | Breezedeus.com](https://www.breezedeus.com/article/p2t-v1.0).
 
 
 此 MFR 模型使用了微软的 [TrOCR](https://huggingface.co/docs/transformers/model_doc/trocr) 架构，以其为初始值并利用数学公式图片数据集进行了重新训练。
-获得的 MFR 模型可用于把数学公式图片转换为 LaTeX 文本表示。
+获得的 MFR 模型可用于把数学公式图片转换为 LaTeX 文本表示。更多细节请见：[Pix2Text V1.0 新版发布：最好的开源公式识别模型 | Breezedeus.com](https://www.breezedeus.com/article/p2t-v1.0)。
 
 
 
@@ -37,6 +38,7 @@ The resulting MFR model can be used to convert images of mathematical formulas i
 
 ## Documents / 文档
 
+- [Pix2Text V1.0 New Release: The Best Open-Source Formula Recognition Model | Breezedeus.com](https://www.breezedeus.com/article/p2t-v1.0) ;
 - Pix2Text (P2T) Github: [breezedeus/pix2text](https://github.com/breezedeus/Pix2Text) ;
 - Pix2Text Online Free Service: [p2t.breezedeus.com](https://p2t.breezedeus.com/) ;
 - Pix2Text More: [breezedeus.com/pix2text](https://breezedeus.com/pix2text) ;
@@ -52,7 +54,7 @@ This method doesn't need to install pix2text, but can only recognize pure formul
 这种方法无需安装 pix2text，但只能识别纯公式图片。
 
 ```python
-#! pip install pillow transformers optimum
+#! pip install transformers>=4.37.0 pillow optimum
 from PIL import Image
 from transformers import TrOCRProcessor
 from optimum.onnxruntime import ORTModelForVision2Seq
@@ -80,11 +82,11 @@ This method requires the installation of pix2text, utilizing the Mathematical Fo
 这种方法需要安装 pix2text，借助 Pix2Text 中的数学公式检测模型（MFD），它不仅可以识别纯公式图片，还可以识别包含文本的混合图片。
 
 ```bash
-$ pip install pix2text
+$ pip install pix2text>=1.0
 ```
 
 ```python
-#! pip install pix2text
+#! pip install pix2text>=1.0
 
 from pix2text import Pix2Text, merge_line_texts