Recommendations

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.