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Construct well formed prompts for Disco Diffusion and other text to image generators

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Skquark/structured-prompt-generator

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Structured Prompt Generator

with OpenAI GPT-3 Creations & Enhanced Prompt Writer

Made to construct well formed complex text prompts for Disco Diffusion and other text-to-image AI art platforms. This is a helper tool to create unique interesting descriptions in less time and visual surprises. 😎

Github Release version Open in Google Colab

  • Includes a comprehensive list of supported Artists and Styles
  • Start the sentence with a subject and let AI complete the scene with interesting details
  • Select which modifiers to apply to improve results, with list of positive and negative attributes
  • Use variables for random nouns, adjectives, colors, styles, and other useful terms in your creations
  • Generate prompt lists that can be used for batch image creations, animation timelines or other art making tools
  • Runs on Colab with CPU instead of GPU runtime, so you can play with it while you're Diffusing in other window

Credits:

https://colab.research.google.com/github/Skquark/structured-prompt-generator/blob/main/Structured_Prompt_Generator.ipynb


Enhanced Stable Diffusion 🎨

...using 🧨diffusers and practical bonus features...

  • Run a batch list of prompts at once, so queue many and walk away
  • Option to override any parameter per prompt in queue
  • Option to use Stability-API tokens for more samplers, bigger size & CPU runtime
  • Supports image2image use an init_image
  • Experimental prompt tweening to combine 2 prompts in a series
  • Can save all images to your Google Drive
  • Can Upscale automatically with Real-ESRGAN enlarging
  • Embeds exif metadata directly into png files
  • Disabled NSFW filtering and added custom sampler options
  • Renames image filenames to the prompt text, with options
  • Simple forms to set parameters, as easy as interactive python gets
  • OpenAI Prompt Generator and Noodle Soup Prompt Writer included
  • Standalone ESRGAN Upscaler for batch uploads and image splitting
  • Additional features added regularly...

https://colab.research.google.com/github/Skquark/structured-prompt-generator/blob/main/Enhanced_Stable_Diffusion_with_diffusers.ipynb


Enhanced DiscoArt 🎨

...Disco Diffusion /w Batch Prompts, Prompt Generators & SD init...

  • Easier Settings with GUI forms to give Parameters to DiscoArt creations
  • Saves image named with prompt, copies to GDrive, adds metadata, can save configs
  • Create Batch Prompts, listing as many complex prompts to process in queue
  • Override any of your default settings for any image in the batch list to allow experimentations
  • Integrated Stable Diffusion to Generate base init_image to Centipede to Disco pipeline
  • Can also generate higher quality init with Stability-API to use cheap tokens to save precious VRAM
  • Use OpenAI GPT-3 to Generate Prompts, give phase to start sentance, subject, AI adjustments, then generate away
  • Add random Artist & Styles, select +/- modifiers, custom weights, then generate lists in handy formats
  • Structured Prompt Writer to create your perfect prompts, supports Noodle Soup variables, custom modifiers and more
  • Convert standard prompt lists to new Json style, then add custom Prompt Schedualing and Clip Model Scheduler with helpers
  • Integrated Real-ESRGAN image upscaling with batch uploads or path, enlarge size scale, and GDrive upload option
  • and other extra touches you'll discover, with more Disco helpers to come...

https://colab.research.google.com/github/Skquark/structured-prompt-generator/blob/main/DiscoArt_%5B_w_Batch_Prompts_%26_GPT_3_Generator%5D.ipynb

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Construct well formed prompts for Disco Diffusion and other text to image generators

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