The idea was to use PSLD and knowingly corrupt data to have it be reconstructed by the diffusion model, and in turn, augment the sample. Bounding Boxes of a sample were used to generate masks, where PSLD would then attempt to inpaint. Improved performance on yolov7 object detection model especially in small datasets.