Advanced img2img & txt2img Pipeline for Flux, SDXL, SD版本v2 (ID: 1170979)

This comprehensive workflow is an update to my previous workflow. Its designed to generate and enhance images using advanced AI-based tools. It combines features for image creation, enhancement, and detailed customization. Whether you're starting from scratch (txt2img) or modifying existing images (img2img), this pipeline supports various creative use cases. Here's what it offers:

• Txt2Img & Img2Img Switching: Easily toggle between generating images from text prompts or modifying uploaded images with smooth control.

• Custom Model Loading: Incorporates flexible model loading options, including LoRA stacks for style blending and advanced UNET models.

• Prompt Generation & Conditioning: Includes WD14 Tagger integration for automatic prompt creation from image metadata and CLIP-based text encoding for detailed conditioning.

• Resolution Flexibility: Supports multiple resolutions (portrait, landscape, and custom aspect ratios) for output optimization.

• Image Enhancement:

  • Brightness, contrast, and saturation adjustments.

  • High-quality upscaling with UltraSharp models.

  • Vivid sharpening for crisper details.

• Face Refinement: Face-swapping and enhancement with fine control using CodeFormer and InSwapper models.

• Dynamic Noise Control: Adjustable denoising for high-quality outputs tailored to txt2img or img2img workflows.

• Live Previews & Output Saving: Offers real-time preview of results before final saving. Text prompts can also be saved for reusability and iteration.

• Customization & Notes: Detailed annotations guide users on configuration for prompt refinement, NSFW filtering, and more.

This workflow is a powerful tool for artists, creators, and AI enthusiasts seeking to produce stunning, customized visuals. Its modular design allows users to adapt it to their specific projects with ease.

描述:

训练词语: