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Computer Vision at the Edge

Interactive demo•1 min• Red Hat Device Edge

Published on July 1, 2024 by Diego Alvarez

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What you'll learn in this interactive demo

• Installing Single Node OpenShift (SNO) on bare metal using the Assisted Installer in Hybrid Cloud Console
• Configuring the bare metal node to boot from a Discovery ISO image via remote management
• Deploying the Logical Volume Manager Storage (LVMS) and Node Feature Discovery (NFD) operators in OpenShift
• Installing the NVIDIA GPU Operator and enabling the OpenShift Image Registry for persistent storage
• Setting up Red Hat OpenShift AI, creating a data science project, and configuring a PyTorch workbench with GPU acceleration
• Training an object detection model (YOLOv8) with a custom dataset in a Jupyter Notebook and exporting it to ONNX format
• Building and pushing a container image for the Safari application to Quay.io, then deploying it on a Red Hat Enterprise Linux edge device with MicroShift"

Next steps

Blog post
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Checklist
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About the author of this page

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Diego Alvarez