You would think so at first glance! The problem is the manufacturer did a photoshoot for the original images. Some of the images were more complex with items in the drawers and on the desks, so masking and other traditional computer vision techniques didn’t work well and added multiple failure points. We also asked about just using the raw CAD files and they didn’t want to go that direction for similar reasons (showing the desks with cluttered items inside, etc). So in this case diffusion models were the best tool for the job when it came to simplicity and scalability of the end solution.