# 使用 Python 和容器进行图像分割

Source: [https://docs.qualcomm.com/doc/80-70018-50SC/topic/image-segmentation-using-python.html](https://docs.qualcomm.com/doc/80-70018-50SC/topic/image-segmentation-using-python.html)

该应用程序可以使用 Qualcomm Neural Processing SDK 和 Python 绑定来执行图像分割，所有操作都在 Docker 容器内进行。

## 前提条件

确保以下内容可用：
- 确保使用已安装 docker 的 Linux 主机。
- 在设备上下载所需的模型文件。相关说明，可参见[下载模型和标签文件](https://docs.qualcomm.com/doc/80-70018-50SC/topic/download-model-and-label-files.html)。

Figure : 设置主机容器的工作流
                
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)

要设置主机容器，请执行以下操作：

1. 安装 [Qualcomm^®^ Package Manager (QPM3)](https://qpm.qualcomm.com/#/main/tools/details/QPM3)。
2. 下载并解压 Qualcomm Neural Processing SDK：

        qpm-cli --login <username>Copy to clipboard
3. 下载脚本和模型附件以运行示例模式。
    1. 下载 Dockerfile 和脚本并准备用于存储图像的目录。

            git clone https://git.codelinaro.org/clo/le/sdk-tools.git -b imsdk-tools.lnx.1.0Copy to clipboard

            cd sdk-tools/snpe-container-pythonCopy to clipboard

            mkdir imagesCopy to clipboard

        snpe-container-python 文件包含 Dockerfile 和脚本。运行该目录中的所有命令。
    2. 将测试图像复制到名为 inputs 的新文件夹中，并将测试图像重命名为 input\_image.jpg。

            mkdir inputsCopy to clipboard

            cp <path of test image> ./inputsCopy to clipboard

            cd inputsCopy to clipboard

            mv <test_image_name> input_image.jpgCopy to clipboard
    3. 设置交叉编译的主机设备：

            sudo groupadd dockerCopy to clipboard

            sudo usermod -aG docker $USERCopy to clipboard

            newgrp dockerCopy to clipboard

        在主机设备重启之前，对于每个用于运行 Docker 的新控制台，都要继续运行这些命令。

            sudo apt-get install qemu-user-static qemu-system-armCopy to clipboard

            docker run --rm --privileged multiarch/qemu-user-static --reset -p yesCopy to clipboard

            docker buildx rm builderCopy to clipboard

            docker buildx create --name builder --driver docker-container --useCopy to clipboard

            docker buildx inspect --bootstrapCopy to clipboard
    4. 编译 docker 镜像。填充 `<path-to-sdk-tools>/targets/config.json` 文件。
        以下代码显示了更新后的示例 config.json 文件。

        以下输入为必填：

        - `SNPE_version`
        - `Base_Image`
        - `Target_platform`：以下是每个 SoC 的字段值：
            - 对于 QCS6490–`qcm6490`
            - 对于 QCS8275–`qcs8300`
            - 对于 QCS9075–`qcs9100`
        - `URL`（确保提供的地址与当前目录不同）

Note: 为了防止代码失败，请确保在使用之前删除注释。

            {
                "SNPE_version":"v2.32.0.250228",
                "Base_Image": "ubuntu:22.04",
                "Target_platform": "qcm6490",
            
                "Additional_tag_container": "",
                "Additional_tag_image": "",
                "URL": "<path-to-sdk-tools>/snpe-container-python/images",
            
                "DeviceID" : null
            }Copy to clipboard
4. 编译 docker 镜像：

        sudo apt install jqCopy to clipboard

        cd  <path to sdk-tools>/snpe-container-pythonCopy to clipboard

        source scripts/host/docker_env_setup.shCopy to clipboard

        qml-docker-build-image targets/config.jsonCopy to clipboard

    保存 docker 镜像：

        qml-docker-device-save-image targets/config.jsonCopy to clipboard

    Docker 镜像会被压缩，并且 TAR 文件会保存到 config.json 中 `URL` 字段指定的目录。

    - 如果 Additional\_tag\_image 为空，则压缩图像存储为 qml.tar。
    - 如果填充了 Additional\_tag\_image，则压缩图像将存储为 qml-&lt;field
                                value&gt;.tar。
5. 将 docker 镜像推送至设备上：

        scp <path specified in URL field>/qml.tar root@<IP address of target device>:/optCopy to clipboard
6. 启动容器：

        ssh root@<ip of target>Copy to clipboard

        mount -o remount, rw /usrCopy to clipboard

        systemctl restart dockerCopy to clipboard

        docker load < /opt/qml.tarCopy to clipboard
7. 在设备上运行 docker 镜像：

        docker run -it -d --device=/dev/fastrpc-cdsp-secure \
        --device /dev/kgsl-3d0 --device /dev/dma_heap/system --device /dev/dma_heap/qcom,system \
        -v /usr/lib/libCB.so:/usr/lib/libCB.so \
        -v /usr/lib/libOpenCL.so:/usr/lib/libOpenCL.so \
        -v /usr/lib/libOpenCL_adreno.so:/usr/lib/libOpenCL_adreno.so \
        -v /usr/lib/libbase.so.0:/usr/lib/libbase.so.0 \
        -v /usr/lib/libcdsprpc.so:/usr/lib/libcdsprpc.so \
        -v /usr/lib/libcutils.so.0:/usr/lib/libcutils.so.0 \
        -v /usr/lib/libdmabufheap.so.0:/usr/lib/libdmabufheap.so.0 \
        -v /usr/lib/libglib-2.0.so.0:/usr/lib/libglib-2.0.so.0 \
        -v /usr/lib/libgsl.so:/usr/lib/libgsl.so \
        -v /usr/lib/libgthread-2.0.so.0:/usr/lib/libgthread-2.0.so.0 \
        -v /usr/lib/libion.so.0:/usr/lib/libion.so.0 \
        -v /usr/lib/libllvm-qcom.so:/usr/lib/libllvm-qcom.so \
        -v /usr/lib/liblog.so.0:/usr/lib/liblog.so.0 \
        -v /usr/lib/libpcre.so.1:/usr/lib/libpcre.so.1 \
        -v /usr/lib/libsync.so.0:/usr/lib/libsync.so.0 \
        -v /usr/lib/libvmmem.so.0:/usr/lib/libvmmem.so.0 \
        -v /usr/lib/libatomic.so.1:/usr/lib/libatomic.so.1 \
        -h qml --name qml qmlCopy to clipboard

    名为 qml 的 docker 镜像应该正在运行。要检查此镜像，请运行以下命令：

        docker psCopy to clipboard
8. 将 input\_image.jpg 推送至设备。

        scp <path to inputs_directory>/input_image.jpg root@<IP address of target device>:/opt/ Copy to clipboard

        ssh root@<ip of target>Copy to clipboard

        docker cp /opt/input_image.jpg qml:/opt/Copy to clipboard
9. 将 deeplab\_resnet50.dlc 模型复制到 docker：

        docker cp /etc/models/deeplabv3_resnet50.dlc qml:/opt/Copy to clipboard

## 运行应用程序

1. 使用 Python 绑定运行 Qualcomm Neural Processing SDK 模型：

        docker exec qml python3 /mnt/qml/src/python/snpe/test_snpe/snpe_segmentation_app.py -d /opt/deeplabv3_resnet50.dlc -i /opt/input_image.jpg -r dsp -o /mnt/qml/output/ -b USERBUFFER_FLOAT -p /usr/lib/libSNPE.soCopy to clipboard

    - 输出图像保存在容器中的 /opt/ 处。
    - DLC 模型（RAW 文件）的输出保存在 /mnt/qml/output/ 中。
2. 将输出从容器复制至设备：

        docker cp qml:/opt/output.jpg /opt/Copy to clipboard
3. 要将镜像从设备拉取到主机，请在主机上运行以下命令：

        scp root@<IP address of target device>:/opt/output.jpg ./Copy to clipboard

## 预期输出

Figure : 使用 Python 绑定进行图像分割的预期输出
                
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)

**Parent Topic:** [运行 AI/ML 示例应用程序](https://docs.qualcomm.com/doc/80-70018-50SC/topic/ai-ml-sample-applications.html)

Last Published: Nov 12, 2025

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