How to use Nvidia DeepStream with Jetson Nano | step by step tutorial скачать в хорошем качестве

How to use Nvidia DeepStream with Jetson Nano | step by step tutorial

DeepStream is developed by NVIDIA. DeepStream is a SDK that includes libraries, APIs, and pre-trained models for building and deploying AI-powered applications. Email id: [email protected] Commands to execute : nvcc --version This command will display the CUDA toolkit version installed on your system. dpkg -l | grep TensorRT This command will display the installed version of TensorRT on your system. Run the following commands to uninstall DeepStream and its dependencies: sudo apt-get remove -purge deepstream* sudo apt-get autoremove rm -rf ~/.config/deepstream Installing DeepStream: step 1: Add NVIDIA's DeepStream repository: sudo add-apt-repository universe sudo add-apt-repository multiverse sudo add-apt-repository ppa:jonathonf/ffmpeg-4 sudo apt-get update step 2: Install Dependencies: Before installing DeepStream, make sure you have all the necessary dependencies. Run the following commands to install them: below mentioned command should install all the necessary dependencies for DeepStream sudo apt-get install -y \ libssl1.0.0 \ libssl-dev \ libcrypto++6 \ libcrypto++-dev \ libcurl4 \ libopencv-dev \ libcudnn8 \ libnvinfer8 \ libnvinfer-dev \ libnvinfer-plugin8 \ libnvparsers-dev \ libnvparsers8 \ python3 \ python3-pip \ python3-dev \ python3-libnvinfer-dev \ python3-libnvinfer \ python3-numpy \ python3-wheel \ python3-setuptools \ libgstrtspserver-1.0-0 \ Step 3: Install DeepStream SDK: Now, you can install the DeepStream SDK. Run the following commands: sudo apt-get install deepstream-6.0 step 4: Verification: Once installed, you can verify that DeepStream is correctly installed by running: deepstream-app --version This should display the version of DeepStream installed on your system. Next: cd /opt/nvidia/deepstream/deepstream-6.0/sources/apps/sample_apps cd deepstream-test1 sudo GST_DEBUG=3 ./deepstream-test1-app /opt/nvidia/deepstream/deepstream-6.0/samples/streams/sample_720p.h264 #nvidia #computervision #objectdetection #jetsonnano