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Prerequisite: Follow the instructions in :doc:`../gsg_robot/index`.
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With step-by-step instructions on how to use and configure GMSL cameras, this guide provides a learning path for developers to use GMSL cameras in their robotics applications.
Copy file name to clipboardExpand all lines: robotics-ai-suite/docs/robotics/dev_guide/tutorials_amr/perception/openvino/pyrealsense2_d457_multicam_object_detection_tutorial.md
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# OpenVINO™ Tutorial on Multi-camera Object Detection using RealSense™ Depth Camera D457
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# OpenVINO™ Tutorial on Multi-camera Object Detection using RealSense™ Depth Camera D457 and D3CMCXXX-115-084 Camera
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In this tutorial, the multi-camera use case is demonstrated using an
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[Axiomtek Robox500 ROS 2 AMR Controller](https://www.axiomtek.com/Default.aspx?MenuId=Products&FunctionId=ProductView&ItemId=27392&C=ROBOX500&upcat=408)
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and four
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[RealSense™ Depth Camera D457](https://www.realsenseai.com/products/d457-gmsl-fakra/).
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[RealSense™ Depth Camera D457](https://www.realsenseai.com/products/d457-gmsl-fakra/) or
From the setup description explained above, three out of the four instances of
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the AI-based applications are run on a GPU. Therefore, the appropriate
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GPU drivers need to be installed.
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Run the below command to check for the GPU device.
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```bash
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# Install clinfo
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sudo apt install -y clinfo
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# Run clinfo command to check GPU Device
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clinfo | grep -i "Device Name"
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Device Name Intel(R) UHD Graphics
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Device Name 13th Gen Intel(R) Core(TM) i7-1370PE
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Device Name Intel(R) UHD Graphics
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Device Name Intel(R) UHD Graphics
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Device Name Intel(R) UHD Graphics
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```
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If no GPU device is listed, then the GPU driver is not installed.
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> **Note:**
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> If the above GPU driver is not installed, then follow the steps described in the documentation
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> [Enable Intel® Level Zero and OpenCL™ Graphics Compute Runtime](https://eci.intel.com/docs/3.3/development/tutorials/enable-graphics.html#enable-intel-level-zero-and-opencl-graphics-compute-runtime)
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> (excluding the **step#2** to install the ``linux-intel-rt``, which is
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> not required for this tutorial) to install the same.
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Verify that the GPU driver is installed using the previous ``clinfo`` command.
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### Install ``librealsense2`` and ``realsense2`` tools
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