diff --git a/deploy/paddle2onnx/readme.md b/deploy/paddle2onnx/readme.md
index d195bb0cee85af6fdb26dcedafa9006bc26c3b61..e90461d4ebb33b6bd77aa237fafc82d3a72f523c 100644
--- a/deploy/paddle2onnx/readme.md
+++ b/deploy/paddle2onnx/readme.md
@@ -43,11 +43,11 @@ Refer to [Model Export Instructions](../../doc/doc_en/inference_en.md#1-convert-
Take the PP-OCRv3 detection, recognition, and classification model as an example:
```
-wget -nc -P ./inference https://paddleocr.bj.bcebos.com/PP-OCRv3/chinese/ch_PP-OCRv3_det_infer.tar
-cd ./inference && tar xf ch_PP-OCRv3_det_infer.tar && cd ..
+wget -nc -P ./inference https://paddleocr.bj.bcebos.com/PP-OCRv3/english/en_PP-OCRv3_det_infer.tar
+cd ./inference && tar xf en_PP-OCRv3_det_infer.tar && cd ..
-wget -nc -P ./inference https://paddleocr.bj.bcebos.com/PP-OCRv3/chinese/ch_PP-OCRv3_rec_infer.tar
-cd ./inference && tar xf ch_PP-OCRv3_rec_infer.tar && cd ..
+wget -nc -P ./inference https://paddleocr.bj.bcebos.com/PP-OCRv3/english/en_PP-OCRv3_rec_infer.tar
+cd ./inference && tar xf en_PP-OCRv3_rec_infer.tar && cd ..
wget -nc -P ./inference https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_cls_infer.tar
cd ./inference && tar xf ch_ppocr_mobile_v2.0_cls_infer.tar && cd ..
@@ -58,7 +58,7 @@ cd ./inference && tar xf ch_ppocr_mobile_v2.0_cls_infer.tar && cd ..
Convert Paddle inference model to ONNX model format using Paddle2ONNX:
```
-paddle2onnx --model_dir ./inference/ch_PP-OCRv3_det_infer \
+paddle2onnx --model_dir ./inference/en_PP-OCRv3_det_infer \
--model_filename inference.pdmodel \
--params_filename inference.pdiparams \
--save_file ./inference/det_onnx/model.onnx \
@@ -66,7 +66,7 @@ paddle2onnx --model_dir ./inference/ch_PP-OCRv3_det_infer \
--input_shape_dict="{'x':[-1,3,-1,-1]}" \
--enable_onnx_checker True
-paddle2onnx --model_dir ./inference/ch_PP-OCRv3_rec_infer \
+paddle2onnx --model_dir ./inference/en_PP-OCRv3_rec_infer \
--model_filename inference.pdmodel \
--params_filename inference.pdiparams \
--save_file ./inference/rec_onnx/model.onnx \
@@ -90,24 +90,26 @@ After execution, the ONNX model will be saved in `./inference/det_onnx/`, `./inf
## 3. prediction
-Take the Chinese OCR model as an example, use **ONNXRuntime** to predict and execute the following commands:
+Take the English OCR model as an example, use **ONNXRuntime** to predict and execute the following commands:
```
python3.7 tools/infer/predict_system.py --use_gpu=False --use_onnx=True \
--det_model_dir=./inference/det_onnx/model.onnx \
--rec_model_dir=./inference/rec_onnx/model.onnx \
--cls_model_dir=./inference/cls_onnx/model.onnx \
---image_dir=./deploy/lite/imgs/lite_demo.png
+--image_dir=doc/imgs_en/img_12.jpg \
+--rec_char_dict_path=ppocr/utils/en_dict.txt
```
-Taking the Chinese OCR model as an example, use **Paddle Inference** to predict and execute the following commands:
+Taking the English OCR model as an example, use **Paddle Inference** to predict and execute the following commands:
```
python3.7 tools/infer/predict_system.py --use_gpu=False \
--cls_model_dir=./inference/ch_ppocr_mobile_v2.0_cls_infer \
---rec_model_dir=./inference/ch_PP-OCRv3_rec_infer \
---det_model_dir=./inference/ch_PP-OCRv3_det_infer \
---image_dir=./deploy/lite/imgs/lite_demo.png
+--rec_model_dir=./inference/en_PP-OCRv3_rec_infer \
+--det_model_dir=./inference/en_PP-OCRv3_det_infer \
+--image_dir=doc/imgs_en/img_12.jpg \
+--rec_char_dict_path=ppocr/utils/en_dict.txt
```
@@ -116,101 +118,53 @@ After executing the command, the predicted identification information will be pr
ONNXRuntime result：
-
+
-
+