Note: 1. The above Paddle-Lite library is compiled from the Paddle-Lite 2.8 branch. For more information about Paddle-Lite 2.8, please refer to [link](https://github.com/PaddlePaddle/Paddle-Lite/releases/tag/v2.8).
Note: 1. The above Paddle-Lite library is compiled from the Paddle-Lite 2.9 branch. For more information about Paddle-Lite 2.9, please refer to [link](https://github.com/PaddlePaddle/Paddle-Lite/releases/tag/v2.9).
- 2. [Recommended] Compile Paddle-Lite to get the prediction library. The compilation method of Paddle-Lite is as follows：
- 2. [Recommended] Compile Paddle-Lite to get the prediction library. The compilation method of Paddle-Lite is as follows：
```
```
...
@@ -87,7 +87,8 @@ The following table also provides a series of models that can be deployed on mob
...
@@ -87,7 +87,8 @@ The following table also provides a series of models that can be deployed on mob
|Version|Introduction|Model size|Detection model|Text Direction model|Recognition model|Paddle-Lite branch|
|Version|Introduction|Model size|Detection model|Text Direction model|Recognition model|Paddle-Lite branch|
|---|---|---|---|---|---|---|
|---|---|---|---|---|---|---|
|V2.0|extra-lightweight chinese OCR optimized model|7.8M|[download link](https://paddleocr.bj.bcebos.com/dygraph_v2.0/lite/ch_ppocr_mobile_v2.0_det_opt.nb)|[download lin](https://paddleocr.bj.bcebos.com/dygraph_v2.0/lite/ch_ppocr_mobile_v2.0_cls_opt.nb)|[download lin](https://paddleocr.bj.bcebos.com/dygraph_v2.0/lite/ch_ppocr_mobile_v2.0_rec_opt.nb)|v2.8|
|V2.0|extra-lightweight chinese OCR optimized model|7.8M|[download link](https://paddleocr.bj.bcebos.com/dygraph_v2.0/lite/ch_ppocr_mobile_v2.0_det_opt.nb)|[download lin](https://paddleocr.bj.bcebos.com/dygraph_v2.0/lite/ch_ppocr_mobile_v2.0_cls_opt.nb)|[download lin](https://paddleocr.bj.bcebos.com/dygraph_v2.0/lite/ch_ppocr_mobile_v2.0_rec_opt.nb)|v2.9|
|V2.0(slim)|extra-lightweight chinese OCR optimized model|3.3M|[下载地址](https://paddleocr.bj.bcebos.com/dygraph_v2.0/lite/ch_ppocr_mobile_v2.0_det_slim_opt.nb)|[下载地址](https://paddleocr.bj.bcebos.com/dygraph_v2.0/lite/ch_ppocr_mobile_v2.0_cls_slim_opt.nb)|[下载地址](https://paddleocr.bj.bcebos.com/dygraph_v2.0/lite/ch_ppocr_mobile_v2.0_rec_slim_opt.nb)|v2.9|
If you directly use the model in the above table for deployment, you can skip the following steps and directly read [Section 2.2](#2.2 Run optimized model on Phone).
If you directly use the model in the above table for deployment, you can skip the following steps and directly read [Section 2.2](#2.2 Run optimized model on Phone).
...
@@ -97,7 +98,7 @@ The `opt` tool can be obtained by compiling Paddle Lite.
...
@@ -97,7 +98,7 @@ The `opt` tool can be obtained by compiling Paddle Lite.
After the conversion is successful, there will be more files ending with `.nb` in the current directory, which is the successfully converted model file.
After the conversion is successful, there will be more files ending with `.nb` in the inference model directory, which is the successfully converted model file.
<aname="2.2 Run optimized model on Phone"></a>
<aname="2.2 Run optimized model on Phone"></a>
### 2.2 Run optimized model on Phone
### 2.2 Run optimized model on Phone
...
@@ -194,9 +194,9 @@ The structure of the OCR demo is as follows after the above command is executed:
...
@@ -194,9 +194,9 @@ The structure of the OCR demo is as follows after the above command is executed:
```
```
demo/cxx/ocr/
demo/cxx/ocr/
|-- debug/
|-- debug/
| |--ch_ppocr_mobile_v2.0_det_opt.nb Detection model
| |--ch_ppocr_mobile_v2.0_det_slim_opt.nb Detection model
| |--ch_ppocr_mobile_v2.0_rec_opt.nb Recognition model
| |--ch_ppocr_mobile_v2.0_rec_slim_opt.nb Recognition model
| |--ch_ppocr_mobile_v2.0_cls_opt.nb Text direction classification model
| |--ch_ppocr_mobile_v2.0_cls_slim_opt.nb Text direction classification model
| |--11.jpg Image for OCR
| |--11.jpg Image for OCR
| |--ppocr_keys_v1.txt Dictionary file
| |--ppocr_keys_v1.txt Dictionary file
| |--libpaddle_light_api_shared.so C++ .so file
| |--libpaddle_light_api_shared.so C++ .so file
...
@@ -238,8 +238,6 @@ After the above steps are completed, you can use adb to push the file to the pho
...
@@ -238,8 +238,6 @@ After the above steps are completed, you can use adb to push the file to the pho
```
```
# Execute the compilation and get the executable file ocr_db_crnn
# Execute the compilation and get the executable file ocr_db_crnn
# The use of ocr_db_crnn is:
# ./ocr_db_crnn Detection model file Orientation classifier model file Recognition model file Test image path Dictionary file path
make -j
make -j
# Move the compiled executable file to the debug folder
# Move the compiled executable file to the debug folder
mv ocr_db_crnn ./debug/
mv ocr_db_crnn ./debug/
...
@@ -248,6 +246,8 @@ After the above steps are completed, you can use adb to push the file to the pho
...
@@ -248,6 +246,8 @@ After the above steps are completed, you can use adb to push the file to the pho
adb shell
adb shell
cd /data/local/tmp/debug
cd /data/local/tmp/debug
export LD_LIBRARY_PATH=${PWD}:$LD_LIBRARY_PATH
export LD_LIBRARY_PATH=${PWD}:$LD_LIBRARY_PATH
# The use of ocr_db_crnn is:
# ./ocr_db_crnn Detection model file Orientation classifier model file Recognition model file Test image path Dictionary file path
