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

• Runs in a pretty WebUI using Flet - Flutter for Python with themes, interactivity & sound
• Saves all settings/parameters in your config file, don't need to Copy to Drive
• 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
• Use Stable Diffusion XL, 2.1, 2.0, 1.5 , or 1.4 Checkpoint Model File
• Supports Stable Diffusion image2image to use an init_image
• Supports Stable Diffusion Inpaint mask_image layer
• Supports Negative Prompts to specify what you don't want
• Supports Long Prompt Weighting to emphasize (positive) & [negative] word strengths
• Prompt tweening to combine latent space of 2 prompts in a series
• Can use Interpolation to walk steps between latent space of prompt list
• Can use CLIP Guidance with LAION & OpenAI ViT models
• Can use Textual Inversion Conceptualizer with 760+ Community Concepts
• Can Centipede prompts as init images feeding down the list
• Can save all images to your Google Drive (PyDrive support soon)
• 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
• OpenAI Prompt Generator, Remixer, Brainstormer & Noodle Soup Prompt Writer included
• Standalone ESRGAN Upscaler for batch uploads and image splitting
• Experimental HarmonAI Dance Diffusion audio generator
• Experimental DreamFusion 3D model generator with texture & video
• Additional features added regularly...

Can also use origional Colab implementation of Enhanced Stable Diffusion instead..

Try these other useful notebooks Enhanced DiscoArt and Structured Prompt Generator

Feature Short List: Uses Enhanced Diffusers in Material UI Flutter/Flet GUI with Themes & SoundFX, Stable Diffusion v2.1 & lower, advanced Prompts List with overrides, many Finetuned Community Models, Dreambooth Library, Long Prompt Weighting, Walk Interpolation, Prompt Tweening, Centipede Prompts as init-images, CLIP-Guided, Textual-Inversion Conceptualizer, Dual Guided Versatile Diffusion, Image Variation, iMagic, Depth2Image, Composable, Self-Attention Guidance, Attend & Excite, Panorama, Safe Pipeline, DeepFloyd-IF, unCLIP Generator, unCLIP Image Variations, unCLIP Interpolation & Image Interpolation, Text-to-Video, Text2Video-Zero, Potat1 Text-to-Video, ControlNet Video2Video, Video-to-Video, ROOP Face Swapper, Stable Animation, Stability-API, AIHorde-API, SD2 4X Upscale, Real-ESRGAN Upscaling, Prompt Writer, GPT-3 & ChatGPT Prompt Generator, Prompt Remixer, Prompt Brainstormer, Negatives Builder, GPT-2 Magic Prompt, Distil GPT-2, DreamBooth, LoRA & Texual Inversion Trainer, Model Converter & Merger, SD2 Image Variations, EDICT Editor, DiffEdit, MagicMix, RePainter, Paint-by-Example, Instruct Pix2Pix, ControlNet Multi, ControlNet QRCode, Reference-Only, Re-Segment Anything, CLIP-Styler, Semantic Guidance, Material Diffusion, DreamFusion 3D, Point-E 3D, Shap-E 3D, InstantNGR, Tortoise TTS, HarmonAI Dance Diffusion, Audio Diffusion, Bark, Riffusion, AudioLDM Text2Sound, MusicGen, Mubert Music, Whisper STT, VoiceFixer, Image2Text Interrogator, DALL-E 2 API, Kandinsky 2.2 & Fuser, Kandinsky ControlNet, DeepDaze, Background Remover, Metadata in png, smart filenames, Batch Upscaler, Prompt Retriever, Cache Manager, Init Images from Folder or Video, and more being added regularly..