i have having issues with an image that is not the tipical power of 8 resolution, the vae encoder would crop the image but that was simly not acceptable by me so i figures something out. use the images and drop it in comfy ui.

i just padded the origenal images turned it into latent so it only cropped black area then i did what i want with the latent and then cropped back the image to its origenal size.

PS this is not the image i i needed not cropped but that was NSFW so i used this to post.