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This enhances content generation and provides entertainment for many people on social media. As such, anime and manga enthusiasts can whip up an anime model and use them for various purposes. They are by far the most popular models that AI artists use. Anime Models in the Real WorldĪnime models are already taking stable diffusion websites by storm. They provide the AI with the skillset to “draw” these anime-inspired images. Mainly, anime stable diffusion models provide resources for the AI to depict anime characters and images more accurately. They are like a library of resources and references the AI can utilize for generations. Stable diffusion models are, in general, datasets that AI image generators use to create images from scratch. Bonus: Wondershare VirtuLook - Powerful AI Product Image Generator.Initial Gradio script - posted on 4chan by an Anonymous user.DeepDanbooru - interrogator for anime diffusers.CLIP interrogator idea and borrowing some code.Noise generation for outpainting mk2.Textual Inversion - Rinon Gal - (we're not using his code, but we are using his ideas).Cross Attention layer optimization - InvokeAI, lstein - (originally ).Cross Attention layer optimization - Doggettx -, original idea for prompt editing.Stable Diffusion 2.0 support - see wiki for instructions.via extension: Aesthetic Gradients, a way to generate images with a specific aesthetic by using clip images embds (implementation of ).Support for dedicated inpainting model by RunwayML.Estimated completion time in progress bar.Preprocessing images: cropping, mirroring, autotagging using BLIP or deepdanbooru (for anime).via extension: History tab: view, direct and delete images conveniently within the UI.xformers, major speed increase for select cards: (add -xformers to commandline args).DeepDanbooru integration, creates danbooru style tags for anime prompts.No token limit for prompts (original stable diffusion lets you use up to 75 tokens).also supports weights for prompts: a cat :1.2 AND a dog AND a penguin :2.2.Composable-Diffusion, a way to use multiple prompts at once.Custom scripts with many extensions from community.Checkpoint Merger, a tab that allows you to merge up to 3 checkpoints into one.Highres Fix, a convenience option to produce high resolution pictures in one click without usual distortions.Img2img Alternative, reverse Euler method of cross attention control.Batch Processing, process a group of files using img2img.Prompt Editing, a way to change prompt mid-generation, say to start making a watermelon and switch to anime girl midway.CLIP interrogator, a button that tries to guess prompt from an image.Seed resizing, a way to generate same image but at slightly different resolution.Variations, a way to generate same image but with tiny differences.Styles, a way to save part of prompt and easily apply them via dropdown later.Negative prompt, an extra text field that allows you to list what you don't want to see in generated image.Progress bar and live image generation preview.Tiling support, a checkbox to create images that can be tiled like textures.Possible to change defaults/mix/max/step values for UI elements via text config.Running arbitrary python code from UI (must run with -allow-code to enable).Read Generation Parameters Button, loads parameters in promptbox to UI.drag and drop an image/text-parameters to promptbox.can drag the image to PNG info tab to restore generation parameters and automatically copy them into UI.in PNG chunks for PNG, in EXIF for JPEG.parameters you used to generate images are saved with that image.4GB video card support (also reports of 2GB working).Adjust sampler eta values (noise multiplier).LDSR, Latent diffusion super resolution upscaling.
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SwinIR and Swin2SR( see here), neural network upscalers.ESRGAN, neural network upscaler with a lot of third party models.CodeFormer, face restoration tool as an alternative to GFPGAN.GFPGAN, neural network that fixes faces.train embeddings on 8GB (also reports of 6GB working).works with half precision floating point numbers.use multiple embeddings with different numbers of vectors per token.have as many embeddings as you want and use any names you like for them.X/Y plot, a way to draw a 2 dimensional plot of images with different parameters.Loopback, run img2img processing multiple times.select text and press ctrl+up or ctrl+down to automatically adjust attention to selected text (code contributed by anonymous user).a man in a (tuxedo:1.21) - alternative syntax.a man in a ((tuxedo)) - will pay more attention to tuxedo.Attention, specify parts of text that the model should pay more attention to.One click install and run script (but you still must install python and git).