Here's our latest ComfyUI workflow for upscaling images with ease and flexibility, designed to make high-quality image enhancement as seamless as possible. With auto-caption support this workflow is ready to go from the start.
Features:
Color-coded steps
Uses florence2 (auto-downloads on first run)
Switch for AI Auto Prompt Mode (on/off)
4x_FoolHardy_Remacri or 4x_UltraSharp.pth for dynamic upscaling
Place in you ComfyUI install folder: ComfyUI\models\upscale_models
No visible node wires
Uses the Flux checkpoint model: https://huggingface.co/Comfy-Org/flux1-dev/tree/main
Now supports Batch Importing, Captioning, and Upscaling!
This workflow is perfect for anyone looking for a fast and effective upscaling solution with options for AI-generated captions and top-tier upscaling models. It's designed for both ease of use and maximum control.

๐ Hereโs how you can use it for fully automated processing through a folder: Black Mixture Magic Upscale_Auto Upscaler + Auto Prompt + Batch Import_with Indiv Load.json
1. Load your images by setting the image directory path in the Load Image Batch node.
2. Set the Queue amount in ComfyUI to match the number of images in your folder.
3. The workflow will automatically load and process each image sequentially without manual intervention.
4. If you prefer to queue the process manually, you can set the Queue to 1.
After processing an image, the next one will load, and you can queue the process again as needed.
If you're missing nodes, make sure you have ComfyUI Manager and click install missing nodes.
Black Mixture
2025-04-29 17:23:25 +0000 UTCTommaso Sabatini
2025-04-28 06:51:24 +0000 UTCBlack Mixture
2025-04-10 17:39:17 +0000 UTCLewis Beedham
2025-04-10 12:21:38 +0000 UTC