def remove_arm(frame):
    """
    Removes the human arm portion from the image.
    """
    ##print("Removing arm...")

    # Cropping 15 pixels from the bottom.
    height, width = frame.shape[:2]
    frame = frame[:height - 15, :]

    ##print("Done!")
    return frame