ComfyUI: Iterating and upscaling character variations
ComfyUI
Demo summary
The demonstration shows how to refine specific outputs by adjusting prompts (e.g., 'extremely angry') and batch-running upscaler nodes to finalize the character sheet.
Step-by-step
- Plug the target image into the router nodes for description and generation.
- Review the generated description (e.g., skin tone, face shape) to ensure accuracy.
- Select only the image generation nodes first to preview variations.
- Adjust the text prompt with specific modifiers like 'extremely angry' to refine expressions.
- Run the model to generate the new variations.
- Select all upscaler nodes once satisfied with the previews.
- Execute the upscalers to finalize the character sheet.
Options
- Crop images within the workflow if the framing is slightly off
- Run specific selected nodes instead of the entire workflow
Watch out for
- Ensure the prompt has enough tokens to specifically trigger the desired look or expression
Tips
- Select only image generation first rather than upscaled versions to save time during iteration
- Use more descriptive tokens like 'extremely' to push the AI toward more distinct character expressions
Highlights
“it was like under two minutes with every single case”
All demos from “Consistent AI Characters: The "Sheet Method" (Workflow Included)”
- 0:313:50Overview of the AI character sheet workflowThe creator walks through a node-based interface (likely Krea or ComfyUI) showing how a reference image, an automated text description, and specific pose/expression prompts are combined to create a character sheet.ComfyUI· AI Avatar Generator
- 5:033:47Generating character angles and expressions from a reference photoThe user inputs a photo of a woman into the workflow, uses an 'Image Describer' node to generate a prompt, and runs multiple generation nodes to produce profile views, back views, and various facial expressions.ComfyUI· AI Person Generator
- 8:502:13Iterating and upscaling character variationsCurrentThe demonstration shows how to refine specific outputs by adjusting prompts (e.g., 'extremely angry') and batch-running upscaler nodes to finalize the character sheet.ComfyUI· AI Image Upscaler
- Watch “Consistent AI Characters: The "Sheet Method" (Workflow Included)” →
AI Image Upscaler
6:141:19Add an image upscaling node to a workflowThe user demonstrates extending a workflow by right-clicking to add an 'Upscale Image' node and connecting the node pins to upscale the output by 2X.Kevin Stratvert
9:521:53Upscale an existing image to 4K with PiDThe video demonstrates uploading a landscape photo into a ComfyUI workflow and using the PiD (Pixel Diffusion) model to upscale it to 4096 resolution in under 10 seconds.AI Search- 13:200:38Compare original vs upscaled image using RG3 nodesThe user adds an 'image compare' node by RG3 to the ComfyUI canvas to show a side-by-side slider comparison of the blurry original image versus the sharp PiD upscaled result.AI Search
- 14:274:08Generate and upscale images using Zee Image and PiDA demonstration of a combined workflow where Zee Image Turbo generates a 1K image of a red panda which is then automatically passed into the PiD upscaler for a 4K final output.AI Search
0:050:32Accessing ComfyUI on Nordy.aiThe user navigates to Nordy.ai, searches for the 'real upscale 8K' workflow, and launches the ComfyUI interface within the browser.Swastik Creations Lab
1:491:28Simple non-AI image resizing in ComfyUIThe creator demonstrates a basic 'Upscale Image By' node that performs a standard resolution increase without AI, similar to Photoshop resizing, and uses an RG3 image comparer node to view the results.pixaroma- 3:193:04Upscaling with Neural Network modelsThis clip shows how to use the 'Upscale Image (using Model)' node in ComfyUI with various PTH models like UltraSharp and 8x upscalers to sharpen and reconstruct details.pixaroma
- 6:233:22Tiled Diffusion upscaling with Zimage TurboThe creator walks through a complex workflow using Tiled Diffusion and the Zimage Turbo model to upscale images while managing VRAM by processing the image in smaller tiles.pixaroma
- 9:451:24Upscaling with Nunchaku Flux ManiaA demonstration of using a modified Flux.1 Dev model (Flux Mania) via Nunchaku nodes to perform a 2x upscale that enhances skin textures and fine details.pixaroma
- 11:103:10High-fidelity upscaling with SeedVR2The video shows the setup and execution of the SeedVR2 node pack, demonstrating how to select specific models and adjust resolution for sharp, consistent upscaling results.pixaroma
- 14:271:304K upscaling with Nano Banana Pro APIThe creator demonstrates using the paid Nano Banana Pro node to achieve 4K resolution upscaling through an external API, showing the significant detail improvement in the final result.pixaroma
- 15:570:46Creative upscaling with Recraft modelThis clip shows the Recraft node in action, which performs a 'creative upscale' to generate clean, realistic variations of an image with added textures.pixaroma