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2023-01-09 10:08:19 +08:00

client.py

[Serving] Simple serving YOLOv5 and PP-OCRv3 example, add uvicorn to fastdeploy tools (#986 )

2022-12-28 10:03:42 +08:00

README_CN.md

[Doc]Update English version of some documents (#1083 )

2023-01-09 10:08:19 +08:00

README.md

[Doc]Update English version of some documents (#1083 )

2023-01-09 10:08:19 +08:00

server.py

[Serving] Simple serving YOLOv5 and PP-OCRv3 example, add uvicorn to fastdeploy tools (#986 )

2022-12-28 10:03:42 +08:00

README.md

English | 简体中文

PP-OCRv3 Python Simple Serving Demo

Environment

1. Prepare environment and install FastDeploy Python whl, refer to download_prebuilt_libraries
1. For installing the FastDeploy Python whl package, please refer to FastDeploy Python Installation

Server:

# Download demo code
git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy/examples/vision/ocr/PP-OCRv3/python/serving

# Download models and labels
wget https://paddleocr.bj.bcebos.com/PP-OCRv3/chinese/ch_PP-OCRv3_det_infer.tar
tar xvf ch_PP-OCRv3_det_infer.tar

wget https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_cls_infer.tar
tar -xvf ch_ppocr_mobile_v2.0_cls_infer.tar

wget https://paddleocr.bj.bcebos.com/PP-OCRv3/chinese/ch_PP-OCRv3_rec_infer.tar
tar xvf ch_PP-OCRv3_rec_infer.tar

wget https://gitee.com/paddlepaddle/PaddleOCR/raw/release/2.6/ppocr/utils/ppocr_keys_v1.txt

# Launch server, change the configurations in server.py to select hardware, backend, etc.
# and use --host, --port to specify IP and port
fastdeploy simple_serving --app server:app

Client:

# Download demo code
git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy/examples/vision/ocr/PP-OCRv3/python/serving

# Download test image
wget https://gitee.com/paddlepaddle/PaddleOCR/raw/release/2.6/doc/imgs/12.jpg

# Send request and get inference result (Please adapt the IP and port if necessary)
python client.py