was-node-suite-comfyui VS ComfyUI_UltimateSDUpscale

WAS node suite has a Load Image Batch node. You can get all files in the directory and subdirectory or *.jpg (for example) to select only JPGs.

workflow includes nodes from https://github.com/WASasquatch/was-node-suite-comfyui and https://github.com/Fannovel16/comfyui_controlnet_aux

You're looking for BLIP from WAS Node Suite.

WAS Node Suite

You must use the "save Image "node from WAS suite : GitHub - WASasquatch/was-node-suite-comfyui: An extensive node suite for ComfyUI with over 180 new nodes

ComfyUI Noise can do it. Maybe that WAS has some nodes that let you do it? but haven't checked

You need to have the WAS Suite installed and your filenames should be your prompts.

Likely UltimateSDUpscale would work.

Let's use the one for comfy: https://github.com/ssitu/ComfyUI_UltimateSDUpscale

The image is probably quite nice now, but it's not huge yet. Now run the 1600x900 image through [Ultimate SD Upscale](https://github.com/ssitu/ComfyUI_UltimateSDUpscale) (this is the same tile-based upscaler script that you can get for for Auto1111, but ported to node). Set to 2.4x upscale, DPM++2M, 20 steps, 0.3 Denoise with normal scheduler, or 0.4 Denoise with Karras scheduler. Tile width 1280, tile height 720. Seam fix off. The ESRGAN model 4x-Ultrasharp is selected as the upscaler for the tiles. 4x-Animesharp made by the same guy works fine for art too, but Ultrasharp adds a very subtle grain to images which I like.

Run the 1600x900 through the Ultimate SD Upscale (same tile-based upscaler script that you can get for for Auto1111, but ported to node). Set to 2.4x upscale, DPM++2M, 20 steps, 0.3 Denoise with normal scheduler, or 0.4 Denoise with Karras scheduler. Tile width 1280, tile height 720. Seam fix off. 4x-Ultrasharp as the upscaler for the tiles.