The following list contains recommendations for using Live Sense SDK for Linux in your applications:

  • Use TensorRT variant for all devices belonging to the Jetson family since it has lower inference timings comparing to those of TensorFlow Lite variant.
  • Use the available object trackers to follow objects during intermediate frames.
  • Avoid large input images.
    • 1280x960 is the recommended resolution for recognition of a full frame.
  • Start the minimum confidence for recognitions at 0.6 and adjust it based on your project's requirements.
    • It is recommended to not go below 0.6 for your confidence threshold.
    • For more information on confidence values, see Models.

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