Welcome to the HiDreamer Workflow!
Overview of workflow structure and its functionality:
- Central Pipeline Organization: Designed for streamlined processing and minimal redundancy.
- Workflow Adjustments: Tweak and toggle parts of the workflow to customize the execution pipeline. Block the workflow from continuing using Preview Bridges.
- Supports Txt2Img, Img2Img, and Inpainting: Offers flexibility for direct transformation and targeted adjustments.
- Structured Noise Initialization: Perlin, Voronoi, and Gradient noise are strategically blended to create a coherent base for img2img transformations at high denoise values (~0.99), preserving texture and spatial integrity while guiding diffusion effectively.
- Noise and Sigma Scheduling: Ensures controlled evolution of generated images, reducing unwanted artifacts.
- The upscaling process enhances image resolution while maintaining sharpness and detail.
The workflow optimally balances clarity and texture preservation, making high-resolution outputs crisp and refined.
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Workflow preview:
Example samples:
