nvidia示例。
安装 deepstream SDK 方法一:使用 sdkmanager 在sdkmanager中选择deepstream,按刷机的方式安装即可。
方法二:单独下载 下载: (要登录)
安装:
1 2 3 4 - CUDA (10.2) - TensorRT (7.1+) - OpenCV (3.3.1) - VisionWorks (1.6)
安装工具:
1 2 3 4 5 6 7 8 9 10 11 $ sudo apt-get install \ libssl1.0.0 \ libgstreamer1.0-0 \ gstreamer1.0-tools \ gstreamer1.0-plugins-good \ gstreamer1.0-plugins-bad \ gstreamer1.0-plugins-ugly \ gstreamer1.0-libav \ gstreamer1.0-alsa \ libgstrtspserver-1.0-0 \ libjansson4
安装:
1 2 3 4 5 md5sum deepstream_sdk_v5.0.1_jetson.tbz2 5c60a89924535129ec3b4997ebbc0f83 deepstream_sdk_v5.0.1_jetson.tbz2 sudo nvpmodel -m 0 sudo jetson_clocks
安装环境后,检查:
1 2 3 4 5 6 7 8 # deepstream-app --version-all deepstream-app version 5.0.0 DeepStreamSDK 5.0.0 CUDA Driver Version: 10.2 CUDA Runtime Version: 10.2 TensorRT Version: 7.1 cuDNN Version: 8.0 Dewarper: not found
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 模型文件:/opt/nvidia/deepstream/deepstream-5.0/samples/models 示例文档:https://docs.nvidia.com/metropolis/deepstream/dev-guide/text/DS_ref_app_github.html 示例地址:https://github.com/NVIDIA-AI-IOT/deepstream_reference_apps。克隆其到 /opt/nvidia/deepstream/deepstream_reference_apps。 安装依赖: 查看:/opt/nvidia/deepstream/deepstream/sources/apps/sample_apps/deepstream-app/README 命令: sudo apt-get install libgstreamer-plugins-base1.0-dev libgstreamer1.0-dev \ libgstrtspserver-1.0-dev libx11-dev libjson-glib-dev 编译:make (验证SDK、依赖是否完备)。 将 anomaly 拷贝到 /opt/nvidia/deepstream/deepstream/sources/apps/sample_apps/ : cp /opt/nvidia/deepstream/deepstream_reference_apps/anomaly/ /opt/nvidia/deepstream/deepstream/sources/apps/sample_apps/ 进入目录: cd /opt/nvidia/deepstream/deepstream/sources/apps/sample_apps/anomaly 编译库: cd plugins/gst-dsdirection/ make && sudo make install 编辑 ./anomaly/apps/deepstream-anomaly-detection-test/dsanomaly_pgie_config.txt 文件。 测试资源: /opt/nvidia/deepstream/deepstream/samples/streams /opt/nvidia/deepstream/deepstream/samples/streams/sample_720p.h264 gst-launch-1.0 filesrc location = samples/streams/sample_1080p_h264.mp4 ! qtdemux ! h264parse ! nvv4l2decoder ! m.sink_0 \ nvstreammux name=m batch-size=1 width=1280 height=720 ! nvinfer config-file-path= samples/configs/deepstream-app/config_infer_primary.txt \ ! nvof ! tee name=t ! queue ! nvofvisual ! nvmultistreamtiler width=1920 height=1080 ! nvegltransform ! nveglglessink sync=0 t. ! queue ! dsdirection ! \ nvmultistreamtiler width=1920 height=1080 ! nvvideoconvert ! nvdsosd ! nvegltransform ! nveglglessink sync=0 gst-launch-1.0 -e nvstreammux name=mux batch-size=2 width=1920 height=1080 ! nvinfer config-file-path=/opt/nvidia/deepstream/deepstream-5.0/samples/configs/deepstream-app/config_infer_primary.txt batch-size=2 \ ! nvstreamdemux name=demux filesrc location=/opt/nvidia/deepstream/deepstream-5.0/samples/streams/sample_1080p_h264.mp4 ! qtdemux ! h264parse ! nvv4l2decoder ! queue \ ! mux.sink_0 filesrc location=/opt/nvidia/deepstream/deepstream-5.0/samples/streams/sample_720p.h264 ! h264parse ! nvv4l2decoder ! queue ! mux.sink_1 demux.src_0 ! "video/x-raw(memory:NVMM), format=NV12" \ ! queue ! nvvideoconvert ! "video/x-raw(memory:NVMM), format=RGBA" ! nvdsosd ! nvvideoconvert ! nveglglessink demux.src_1 ! queue ! "video/x-raw(memory:NVMM), format=NV12" ! queue ! nvvideoconvert ! "video/x-raw(memory:NVMM), format=RGBA" ! nvegltransform ! nveglglessink 出错(在图形界面中运行也一样): nvbuf_utils: Could not get EGL display connection WARNING: erroneous pipeline: no element "nvstreammux" 2个示例: cd /opt/nvidia/deepstream/deepstream_reference_apps/anomaly/apps/deepstream-anomaly-detection-test ./deepstream-anomaly-detection-app /opt/nvidia/deepstream/deepstream/samples/streams/sample_720p.h264 cd /opt/nvidia/deepstream/deepstream_reference_apps/back-to-back-detectors ./back-to-back-detectors /opt/nvidia/deepstream/deepstream/samples/streams/sample_720p.h264
出错及解决:
1 2 3 4 5 6 提示: nvbuf_utils: Could not get EGL display connection: 临时设置环境环境: export DISPLAY=:0 One element could not be created. Exiting.
查看插件:
1 2 3 4 5 6 7 8 9 10 filesrc gst-inspect-1.0 -a |grep -i NVIDIA $ gst-inspect-1.0 nvarguscamerasrc 有信息输出 $ gst-inspect-1.0 nvstreammux No such element or plugin 'nvstreammux'
1 2 3 sudo docker run -it --rm --net=host --runtime nvidia -e DISPLAY=$DISPLAY -w /opt/nvidia/deepstream/deepstream-5.0 -v /tmp/.X11-unix/:/tmp/.X11-unix -v /opt/nvidia/deepstream/deepstream_reference_apps:/opt/nvidia/deepstream/deepstream_reference_app nvcr.io/nvidia/deepstream-l4t:5.0.1-20.09-samples sudo docker run -it --rm --net=host --runtime nvidia -e DISPLAY=$DISPLAY -v /tmp/.X11-unix/:/tmp/.X11-unix nvcr.io/nvidia/deepstream-l4t:5.0.1-20.09-base bash
安装指南: