Thanks for sharing it as your provided code utilizes the KMeans clustering algorithm to classify images as either 'face' or 'place' based on dominant colors. This approach assumes that face images and place images tend to have distinct color patterns. This code is very helpful for websites like Philadelphia rental property management.