Pallet Defect Detection

• Overview and Architecture
  • Architecture Overview
    • High-Level Architecture Diagram
  • Supporting Resources
• System Requirements
  • Supported Platforms
  • Minimum Requirements
  • Software Requirements
  • Validation
  • Supporting Resources
• Get Started
  • Prerequisites
  • Setup the application
  • Deploy the Application
  • Further Reading
  • Troubleshooting
• Troubleshooting
  • WebRTC Stream on web browser
  • Error Logs
  • Resolving Time Sync Issues in Prometheus
  • Axis RTSP camera freezes or pipeline stops
  • Deploying with Intel GPU K8S Extension
  • Deploying without Intel GPU K8S Extension

How to

• How to change the Input Video Source
• Deploy using Helm charts
  • Prerequisites
  • Setup the application
  • Deploy the application
  • Storing frames to S3 storage
  • MLOps using Model Registry
  • Troubleshooting
• MLOps using Model Registry
  • Contents
    • Launch a pipeline in DLStreamer Pipeline Server
    • Upload a model to Model Registry
    • Steps to use the new model
• How To Manage Pipeline
  • Create Pipelines
  • Start the Pipeline
  • Get Statistics of the Running Pipelines
  • Stop the Pipeline
• Run multiple AI pipelines
  • Steps
• How to Scale Video Resolution
• How to use an AI Model and Video File of your own
  • For docker compose based deployment
  • For helm chart based deployment
• How to use OPC UA publisher
• Storing frames to S3 storage
  • Steps
• View Open Telemetry Data
  • End the demonstration
• How to use GPU for inference
  • Pre-requisites
    • Provide GPU access to the container
    • Hardware specific encoder/decoders
    • GPU specific element properties
  • Tutorial on how to use GPU specific pipelines
• How to start MQTT publisher

References

• API Reference
• Environment Variables

• Release Notes