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[Doc] Update English version of some documents (#1084)
* Create README_CN.md * Update README.md * Update README_CN.md * Create README_CN.md * Update README.md * Create README_CN.md * Update README.md * Create README_CN.md * Update README.md * Create README_CN.md * Update README.md * Create README_CN.md * Update README.md * Create README_CN.md * Update README.md * Create README_CN.md * Update README.md * Update README.md * Update README_CN.md * Create README_CN.md * Update README.md * Update README.md * Update and rename README_en.md to README_CN.md * Update WebDemo.md * Update and rename WebDemo_en.md to WebDemo_CN.md * Update and rename DEVELOPMENT_cn.md to DEVELOPMENT_CN.md * Update DEVELOPMENT_CN.md * Update DEVELOPMENT.md * Update RNN.md * Update and rename RNN_EN.md to RNN_CN.md * Update README.md * Update and rename README_en.md to README_CN.md * Update README.md * Update and rename README_en.md to README_CN.md * Update README.md * Update README_cn.md * Rename README_cn.md to README_CN.md * Update README.md * Update README_cn.md * Rename README_cn.md to README_CN.md * Update export.md * Update and rename export_EN.md to export_CN.md * Update README.md * Update README.md * Create README_CN.md * Update README.md * Update README.md * Update kunlunxin.md * Update classification_result.md * Update classification_result_EN.md * Rename classification_result_EN.md to classification_result_CN.md * Update detection_result.md * Update and rename detection_result_EN.md to detection_result_CN.md * Update face_alignment_result.md * Update and rename face_alignment_result_EN.md to face_alignment_result_CN.md * Update face_detection_result.md * Update and rename face_detection_result_EN.md to face_detection_result_CN.md * Update face_recognition_result.md * Update and rename face_recognition_result_EN.md to face_recognition_result_CN.md * Update headpose_result.md * Update and rename headpose_result_EN.md to headpose_result_CN.md * Update keypointdetection_result.md * Update and rename keypointdetection_result_EN.md to keypointdetection_result_CN.md * Update matting_result.md * Update and rename matting_result_EN.md to matting_result_CN.md * Update mot_result.md * Update and rename mot_result_EN.md to mot_result_CN.md * Update ocr_result.md * Update and rename ocr_result_EN.md to ocr_result_CN.md * Update segmentation_result.md * Update and rename segmentation_result_EN.md to segmentation_result_CN.md * Update README.md * Update README.md * Update quantize.md * Update README.md * Update README.md * Update README.md * Update README.md * Update README.md * Update README.md * Update README.md
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examples/vision/detection/yolov6/quantize/cpp/README_CN.md
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examples/vision/detection/yolov6/quantize/cpp/README_CN.md
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[English](README.md) | 简体中文
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# YOLOv6量化模型 C++部署示例
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本目录下提供的`infer.cc`,可以帮助用户快速完成YOLOv6s量化模型在CPU/GPU上的部署推理加速.
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## 部署准备
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### FastDeploy环境准备
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- 1. 软硬件环境满足要求,参考[FastDeploy环境要求](../../../../../../docs/cn/build_and_install/download_prebuilt_libraries.md)
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- 2. FastDeploy Python whl包安装,参考[FastDeploy Python安装](../../../../../../docs/cn/build_and_install/download_prebuilt_libraries.md)
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### 量化模型准备
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- 1. 用户可以直接使用由FastDeploy提供的量化模型进行部署.
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- 2. 用户可以使用FastDeploy提供的[一键模型自动化压缩工具](../../../../../../tools/common_tools/auto_compression/),自行进行模型量化, 并使用产出的量化模型进行部署.
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## 以量化后的YOLOv6s模型为例, 进行部署
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在本目录执行如下命令即可完成编译,以及量化模型部署.支持此模型需保证FastDeploy版本0.7.0以上(x.x.x>=0.7.0)
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```bash
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mkdir build
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cd build
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# 下载FastDeploy预编译库,用户可在上文提到的`FastDeploy预编译库`中自行选择合适的版本使用
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wget https://bj.bcebos.com/fastdeploy/release/cpp/fastdeploy-linux-x64-x.x.x.tgz
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tar xvf fastdeploy-linux-x64-x.x.x.tgz
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cmake .. -DFASTDEPLOY_INSTALL_DIR=${PWD}/fastdeploy-linux-x64-x.x.x
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make -j
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#下载FastDeloy提供的yolov6s量化模型文件和测试图片
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wget https://bj.bcebos.com/paddlehub/fastdeploy/yolov6s_qat_model_new.tar
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tar -xvf yolov6s_qat_model.tar
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wget https://gitee.com/paddlepaddle/PaddleDetection/raw/release/2.4/demo/000000014439.jpg
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# 在CPU上使用ONNX Runtime推理量化模型
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./infer_demo yolov6s_qat_model 000000014439.jpg 0
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# 在GPU上使用TensorRT推理量化模型
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./infer_demo yolov6s_qat_model 000000014439.jpg 1
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# 在GPU上使用Paddle-TensorRT推理量化模型
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./infer_demo yolov6s_qat_model 000000014439.jpg 2
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```
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