A simple example of using DDIMInverseScheduler for inverting an input image to StableDiffusion's latent space
Just run
python ddim_inversion.py
The code loads the poike.png example image, and uses DDIMInverseScheduler to invert it to the noisy latent and reconstruct it back.
Reconstruction is not perfect -- you can add more diffusion steps.