# loop over the face detections
for rect in rects:
	# extract the ROI of the *original* face, then align the face
	# using facial landmarks
	(x, y, w, h) = rect_to_bb(rect)
	faceOrig = imutils.resize(image[y:y + h, x:x + w], width=256)
	faceAligned = fa.align(image, gray, rect)

	# display the output images
	cv2.imshow("Original", faceOrig)
	cv2.imshow("Aligned", faceAligned)
	cv2.waitKey(0)