Segment images before passing into Birbvision

[jdpdev]

The Birbvision model expects the bird to be prominent in the image, but images from the camera are often not bird-centered. So instead of passing one image, segment it into parts that separately get classified.

Assuming the source image is big enough, divide the image into three sections with overlap:

• 50% width on left side
• 50% width on right side
• 50% width centered

Concerns

• Performance
  • Early indication is that classifying on a single image isn't much of a burden