Create a template from a sample image, which will be used to locate the object later.
Scale the images over a range to allow for accurate detection.
multiScaleTemplate.py produces a copy of the original image with a red bounding box around the detected object (redbox.png).
Using redbox.png, create a color threshold for the red bounding box.
threshold.py generates a binary image with the box now in white and the background in black (whitebox.png).