Anime is an iconic Japanese artwork type that has legions (sure, legions) of followers everywhere in the globe. Its distinct visuals, gripping tales, and numerous genres have smashed by means of cultural obstacles, making it a worldwide phenomenon.
In current instances, AI picture mills have unlocked new prospects for artists and fanatics to discover and recreate the world of anime with ease. As demand for AI-made anime artwork skyrockets, one mannequin has risen to the highest: Midjourney Niji 6. However the burning query is — is it truly one of the best?
So, let’s go on a quest to resolve, as soon as and for all, if Midjourney Niji 6 is one of the best AI picture generator for anime. At present’s comparability will characteristic Niji in a head-to-head battle for the title in opposition to Secure Diffusion: one other common text-to-image mannequin. Can Secure Diffusion make a case for the crown?
What are Secure Diffusion and Midjourney Niji?
Midjourney is an AI picture technology mannequin developed by an organization known as, nicely, Midjourney. It makes use of machine studying to create pictures from textual content prompts, permitting you to show concepts to finish art work. Niji is an anime-optimized mannequin constructed on prime of Midjourney’s base mannequin, which makes use of an in depth coaching set of anime pictures and art work.
Secure Diffusion can be a text-to-image mannequin like Midjourney, however the important thing distinction is that it’s open-source. Whereas its base mannequin is already able to creating art work, being open-source permits builders and artists to fine-tune the mannequin by letting you prepare the mannequin additional with LoRAs or small Secure Diffusion fashions.
Secure Diffusion vs. Midjourney Niji 6: Options Comparability
Aside from picture technology, Secure Diffusion’s options (utilizing Dream Studio) consists of unfavourable prompts to exclude sure components from a picture, facet ratio adjustment, altering of generated picture rely, and switching between completely different artwork types. You may also add a picture and let Secure Diffusion generate variations of the enter.
Midjourney Niji’s options are nearly the identical as Secure Diffusion (besides picture rely adjustment) together with panning and zooming, area variations, type and character reference, and extra.
Secure Diffusion vs. Midjourney Niji 6: Output Comparability
Only a fast be aware for this comparability, we’ll be specializing in the capabilities of the Secure Diffusion XL mannequin from DreamStudio. We’ll maintain off on utilizing LoRA fine-tuning for now. With that in thoughts, let’s have a look at how Midjourney Niji and Secure Diffusion carry out utilizing the identical prompts.
Character Design
Immediate: a strong necromancer, darkish fantasy, within the type of junji ito, character design, runes and spellbooks
Superhero Anime
Immediate: nonetheless from a superhero anime, a teenage woman controlling a demise god, within the type of mappa animation, overcast climate
Horror Anime
Immediate: a lady possessed by the satan, satoshi kon, unsettling, creepy, uncanny
Sci-Fi Anime
Immediate: an astronaut stepping foot into a brand new planet, triple moons, celestial our bodies, pseudo-realistic, gentle crimson and violet
Slice of Life Anime
Immediate: romance anime, two youngsters sharing an umbrella throughout a rainstorm, ambient lighting, framing by edward yang
Fantasy Anime
Immediate: fantasy anime, a lady in a kimono speaking to animals within the forest, whimsical, earth tones, within the type of hayao miyazaki, studio ghibli
With Textual content
Immediate: a “CLOSING SALE” signal exterior a retailer
General Ideas
Amongst all of our Midjourney Niji anime comparisons, this face to face feels closest. The truth that Secure Diffusion was in a position to commerce blow for blow with Midjourney Niji 6 is an achievement in itself. Nevertheless, there’s one important subject with Secure Diffusion pictures, however let’s save that for later and give attention to the great issues first.
One of many minor points I’ve with Midjourney Niji 6 is its robust creative course. Whereas it will possibly result in stunning art work, the trade-off is that a few of its outputs will look too comparable to one another. Alternatively, Secure Diffusion’s base mannequin is much more versatile relating to creativity.
Secure Diffusion did notably nicely, in my view, with the character design and horror anime prompts. It’s additionally a great signal that it will possibly (nearly) generate correct textual content. As for Midjourney Niji, what else did we anticipate? They’re all stunning and complicated anime artwork items that observe the immediate to a tee.
Now, for the explanation I nonetheless desire Midjourney Niji over Secure Diffusion: I would like you to scroll again up and zoom in to all of the Secure Diffusion outputs that includes faces. Discover how all of them are nonetheless distorted or warped? This is a matter plaguing AI picture mills from the start. It appears that evidently Secure Diffusion hasn’t gotten over that hump but.
The Backside Line
This was an in depth one, however ultimately, I nonetheless have to present the win to Midjourney Niji 6 for anime art work.
That mentioned, I do assume that Secure Diffusion reveals plenty of promise for anime, and that’s with out utilizing any LoRAs. I’ve seen what a fine-tuned model of Secure Diffusion can do, and consider me, it’s on a complete completely different stage.
Do you wish to see extra of what Midjourney Niji can do? You possibly can take a look at a few of our comparability articles like this one. Have enjoyable!
