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* 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
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YOLOv5 Python Simple Serving Demo
Environment
-
- Prepare environment and install FastDeploy Python whl, refer to download_prebuilt_libraries
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