These nodes optimize AI image inpainting by working only on masked regions rather than entire images. The Inpaint Crop node isolates and resizes the masked area with optional context padding, while the Inpaint Stitch node composites the inpainted result back into the original image without touching unmasked regions. This speeds up generation, allows targeted upscaling for more detail, and prevents common artifacts like duplicate features.