Move mask conversion to separate file
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parent
45b907fbf1
commit
9371924e65
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@ -0,0 +1,54 @@
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import numpy as np
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import torch
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import torch.nn.functional as F
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from PIL import Image
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import comfy.utils
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class ImageToMask:
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@classmethod
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def INPUT_TYPES(s):
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return {
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"required": {
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"image": ("IMAGE",),
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"channel": (["red", "green", "blue"],),
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}
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}
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CATEGORY = "image"
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RETURN_TYPES = ("MASK",)
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FUNCTION = "image_to_mask"
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def image_to_mask(self, image, channel):
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channels = ["red", "green", "blue"]
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mask = image[0, :, :, channels.index(channel)]
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return (mask,)
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class MaskToImage:
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@classmethod
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def INPUT_TYPES(s):
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return {
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"required": {
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"mask": ("MASK",),
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}
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}
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CATEGORY = "image"
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RETURN_TYPES = ("IMAGE",)
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FUNCTION = "mask_to_image"
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def mask_to_image(self, mask):
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result = mask[None, :, :, None].expand(-1, -1, -1, 3)
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return (result,)
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NODE_CLASS_MAPPINGS = {
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"ImageToMask": ImageToMask,
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"MaskToImage": MaskToImage,
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}
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NODE_DISPLAY_NAME_MAPPINGS = {
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"ImageToMask": "Convert Image to Mask",
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"MaskToImage": "Convert Mask to Image",
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}
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42
nodes.py
42
nodes.py
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@ -1061,43 +1061,6 @@ class ImagePadForOutpaint:
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return (new_image, mask)
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class ImageToMask:
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@classmethod
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def INPUT_TYPES(s):
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return {
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"required": {
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"image": ("IMAGE",),
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"channel": (["red", "green", "blue"],),
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}
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}
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CATEGORY = "image"
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RETURN_TYPES = ("MASK",)
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FUNCTION = "image_to_mask"
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def image_to_mask(self, image, channel):
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channels = ["red", "green", "blue"]
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mask = image[0, :, :, channels.index(channel)]
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return (mask,)
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class MaskToImage:
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@classmethod
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def INPUT_TYPES(s):
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return {
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"required": {
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"mask": ("MASK",),
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}
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}
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CATEGORY = "image"
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RETURN_TYPES = ("IMAGE",)
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FUNCTION = "mask_to_image"
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def mask_to_image(self, mask):
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result = mask[None, :, :, None].expand(-1, -1, -1, 3)
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return (result,)
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NODE_CLASS_MAPPINGS = {
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"KSampler": KSampler,
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@ -1141,8 +1104,6 @@ NODE_CLASS_MAPPINGS = {
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"unCLIPCheckpointLoader": unCLIPCheckpointLoader,
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"CheckpointLoader": CheckpointLoader,
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"DiffusersLoader": DiffusersLoader,
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"ImageToMask": ImageToMask,
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"MaskToImage": MaskToImage,
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}
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NODE_DISPLAY_NAME_MAPPINGS = {
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@ -1188,8 +1149,6 @@ NODE_DISPLAY_NAME_MAPPINGS = {
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"ImageUpscaleWithModel": "Upscale Image (using Model)",
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"ImageInvert": "Invert Image",
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"ImagePadForOutpaint": "Pad Image for Outpainting",
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"ImageToMask": "Convert Image to Mask",
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"MaskToImage": "Convert Mask to Image",
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# _for_testing
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"VAEDecodeTiled": "VAE Decode (Tiled)",
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"VAEEncodeTiled": "VAE Encode (Tiled)",
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@ -1233,3 +1192,4 @@ def init_custom_nodes():
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load_custom_nodes()
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load_custom_node(os.path.join(os.path.join(os.path.dirname(os.path.realpath(__file__)), "comfy_extras"), "nodes_upscale_model.py"))
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load_custom_node(os.path.join(os.path.join(os.path.dirname(os.path.realpath(__file__)), "comfy_extras"), "nodes_post_processing.py"))
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load_custom_node(os.path.join(os.path.join(os.path.dirname(os.path.realpath(__file__)), "comfy_extras"), "nodes_mask_conversion.py"))
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