Introduction
The SD3.5 Large Canny & Depth: Anime to Realism workflow is ideal for creators looking to transform anime-style illustrations into lifelike, realistic imagery. By leveraging the power of Canny for edge detection and Depth for spatial understanding, this workflow preserves the structural integrity of the original anime image while adding realistic textures, lighting, and details.
FLUX.1 Depth and FLUX.1 Canny
FLUX.1 Depth and FLUX.1 Canny allow creators to maintain structural integrity while transforming images. From subtle retexturing to significant compositional adjustments, these tools give users fine control over the creative process.
FLUX.1 Depth shines in depth-aware tasks, delivering higher output diversity and consistency than proprietary models like MidJourney ReTexture.
Read more:https://huggingface.co/black-forest-labs/FLUX.1-Depth-dev
FLUX.1 Canny is perfect for edge-based conditioning, achieving best-in-class results for structure preservation.
Read more:https://huggingface.co/black-forest-labs/FLUX.1-Canny-dev
Workflow overview
How to use this workflow?
Step 1: Upload Image
Upload an image you want to use.
Step 2: Canny & Depth
Canny captures structural details like contours and outlines, while Depth analyzes spatial dimensions and element positioning.
Step 3: Input prompt
Enter a prompt describing the character's appearance. Note that if you want to generate a realistic style, you need to include a request for realism in the prompt.
Step 4: Output
