1. Zebra Aurora Focus User Guide
  2. Using Machine Vision Tools
  3. Presence/Absence Tools
  4. Using Anomaly Detection
  5. Using Pro Mode
  • Zebra Aurora Focus User Guide
Using Pro Mode

Using Pro Mode

Enable Pro Mode to access advanced parameters such as Network Depth, Complexity, and Device.
  1. Toggle the button to the right to enable Pro Mode .
  2. Observe the following additional parameters:
    • Network Depth - the size of the network's internal memory. Use higher depth for images containing complex patterns or a wide variety of objects.
    • Complexity - higher density provides more precise heatmaps but can increase execution time.
    • Device - provides information on the device the training is being performed on.
    • Pre-Processing
      • Downsample - each level reduces the width and height of the images by a factor of two.
    • Augmentations
      • Rotate Angle - rotate samples by a random angle between 0 and the parameter value.
      • Flip Up-Down - reflect samples along the x-axis.
      • Flip Left-Right - reflect samples along the y-axis.
      • Minimum Scale Percentage - minimum value of random scale factor applied to samples.
      • Maximum Scale Percentage - maximum value of random scale factor applied to samples.
      • Luminance Percentage - change brightness of samples by a random percentage (between -ParameterValue and +ParameterValue) of pixel values (0-255)