From 62690eddec9b7d715b4c37246f71abf5ca1c5844 Mon Sep 17 00:00:00 2001 From: comfyanonymous <121283862+comfyanonymous@users.noreply.github.com> Date: Sun, 18 May 2025 01:09:56 -0700 Subject: [PATCH] Node to add pixel space noise to an image. (#8182) --- comfy_extras/nodes_images.py | 20 ++++++++++++++++++++ 1 file changed, 20 insertions(+) diff --git a/comfy_extras/nodes_images.py b/comfy_extras/nodes_images.py index 77c30561..29a5d5b6 100644 --- a/comfy_extras/nodes_images.py +++ b/comfy_extras/nodes_images.py @@ -13,6 +13,7 @@ import os import re from io import BytesIO from inspect import cleandoc +import torch from comfy.comfy_types import FileLocator @@ -74,6 +75,24 @@ class ImageFromBatch: s = s_in[batch_index:batch_index + length].clone() return (s,) + +class ImageAddNoise: + @classmethod + def INPUT_TYPES(s): + return {"required": { "image": ("IMAGE",), + "seed": ("INT", {"default": 0, "min": 0, "max": 0xffffffffffffffff, "control_after_generate": True, "tooltip": "The random seed used for creating the noise."}), + "strength": ("FLOAT", {"default": 0.5, "min": 0.0, "max": 1.0, "step": 0.01}), + }} + RETURN_TYPES = ("IMAGE",) + FUNCTION = "repeat" + + CATEGORY = "image" + + def repeat(self, image, seed, strength): + generator = torch.manual_seed(seed) + s = torch.clip((image + strength * torch.randn(image.size(), generator=generator, device="cpu").to(image)), min=0.0, max=1.0) + return (s,) + class SaveAnimatedWEBP: def __init__(self): self.output_dir = folder_paths.get_output_directory() @@ -295,6 +314,7 @@ NODE_CLASS_MAPPINGS = { "ImageCrop": ImageCrop, "RepeatImageBatch": RepeatImageBatch, "ImageFromBatch": ImageFromBatch, + "ImageAddNoise": ImageAddNoise, "SaveAnimatedWEBP": SaveAnimatedWEBP, "SaveAnimatedPNG": SaveAnimatedPNG, "SaveSVGNode": SaveSVGNode,