StableDiffusion i2i Comparison: Latent vs ControlNet vs IPAdapter

https://blog.otama-playground.com/en/posts/20240609/1717921905

| --- | --- | | Method 1: Latent | No additional extensions needed, simple to use | Parameter adjustment needed, easy to fail | | Method 2: ControlNet | Can reproduce composition almost faithfully | Inflexible (especially line art types), generation becomes slightly heavy, additional extensions needed | | Method 3: IPAdapter | Roughly reproduces composition while allowing adjustment, adjustment can also be done with text prompts | Reproducibility of original image is mixed, additional extensions needed |

Conclusion

This time I generated separately to capture the characteristics of each, but it seems possible to use them in combination. I think it would be good to use considering the merits needed at that time.