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37 lines
1.1 KiB
Markdown
37 lines
1.1 KiB
Markdown
English | [简体中文](README_CN.md)
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# YOLOv5 Python Simple Serving Demo
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## Environment
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- 1. Prepare environment and install FastDeploy Python whl, refer to [download_prebuilt_libraries](../../../../../../docs/en/build_and_install/download_prebuilt_libraries.md)
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Server:
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```bash
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# Download demo code
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git clone https://github.com/PaddlePaddle/FastDeploy.git
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cd FastDeploy/examples/vision/detection/yolov5/python/serving
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# Download model
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wget https://bj.bcebos.com/paddlehub/fastdeploy/yolov5s_infer.tar
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tar xvf yolov5s_infer.tar
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# Launch server, change the configurations in server.py to select hardware, backend, etc.
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# and use --host, --port to specify IP and port
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fastdeploy simple_serving --app server:app
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```
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Client:
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```bash
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# Download demo code
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git clone https://github.com/PaddlePaddle/FastDeploy.git
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cd FastDeploy/examples/vision/detection/yolov5/python/serving
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# Download test image
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wget https://gitee.com/paddlepaddle/PaddleDetection/raw/release/2.4/demo/000000014439.jpg
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# Send request and get inference result (Please adapt the IP and port if necessary)
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python client.py
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```
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