for img in files:
	if img.endswith(".tif"):
		image = io.imread(img)
		image = skimage.img_as_ubyte(image)
		thresh=threshold_otsu(image)
		binary = image > thresh
		masked = binary*image
		cat = np.concatenate(("ALL THE IMAGES", axis =0))