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FastDeploy/examples/vision/detection/yolov5/python/serving/README_EN.md
Wang Xinyu aea454a856 [Serving] Simple serving YOLOv5 and PP-OCRv3 example, add uvicorn to fastdeploy tools (#986) 
* ppocrv3 simple serving

* add uvicorn to fd tools

* update ppdet simple serving readme

* yolov5 simple serving

* not import simple serving by default

* remove config from envs

* update comment
2022-12-28 10:03:42 +08:00

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YOLOv5 Python Simple Serving Demo

Environment

Server:

# Download demo code
git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy/examples/vision/detection/yolov5/python/serving

# Download model
wget https://bj.bcebos.com/paddlehub/fastdeploy/yolov5s_infer.tar
tar xvf yolov5s_infer.tar

# 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/detection/yolov5/python/serving

# Download test image
wget https://gitee.com/paddlepaddle/PaddleDetection/raw/release/2.4/demo/000000014439.jpg

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