Abstract: Systems, methods, and apparatuses disclosed herein standardize product views of product images in the product catalog such that these products are displayed with substantially similar products views with respect to one another in the product catalog to enhance the visual appearance, or photorealism, of the product catalog. As such, the products within the same category of products, for example, the screws and bolts as described above, are illustrated in the product catalog with similar product views, for example, similar orientations, similar scales, and/or similar angles, with respect to one another.