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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,164 @@ | ||
| from bizyair import BizyAirBaseNode, data_types | ||
| from bizyair.path_utils import path_manager as folder_paths | ||
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| class InstantIDModelLoader(BizyAirBaseNode): | ||
| @classmethod | ||
| def INPUT_TYPES(s): | ||
| return { | ||
| "required": { | ||
| "instantid_file": (folder_paths.get_filename_list("instantid"),) | ||
| } | ||
| } | ||
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| RETURN_TYPES = (data_types.INSTANTID,) | ||
| FUNCTION = "default_function" | ||
| CATEGORY = "InstantID" | ||
| NODE_DISPLAY_NAME = "Load InstantID Model" | ||
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| class ApplyInstantID(BizyAirBaseNode): | ||
| @classmethod | ||
| def INPUT_TYPES(s): | ||
| return { | ||
| "required": { | ||
| "instantid": (data_types.INSTANTID,), | ||
| "insightface": (data_types.FACEANALYSIS,), | ||
| "control_net": (data_types.CONTROL_NET,), | ||
| "image": ("IMAGE",), | ||
| "model": (data_types.MODEL,), | ||
| "positive": (data_types.CONDITIONING,), | ||
| "negative": (data_types.CONDITIONING,), | ||
| "weight": ( | ||
| "FLOAT", | ||
| { | ||
| "default": 0.8, | ||
| "min": 0.0, | ||
| "max": 5.0, | ||
| "step": 0.01, | ||
| }, | ||
| ), | ||
| "start_at": ( | ||
| "FLOAT", | ||
| { | ||
| "default": 0.0, | ||
| "min": 0.0, | ||
| "max": 1.0, | ||
| "step": 0.001, | ||
| }, | ||
| ), | ||
| "end_at": ( | ||
| "FLOAT", | ||
| { | ||
| "default": 1.0, | ||
| "min": 0.0, | ||
| "max": 1.0, | ||
| "step": 0.001, | ||
| }, | ||
| ), | ||
| }, | ||
| "optional": { | ||
| "image_kps": ("IMAGE",), | ||
| "mask": ("MASK",), | ||
| }, | ||
| } | ||
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| RETURN_TYPES = ( | ||
| data_types.MODEL, | ||
| data_types.CONDITIONING, | ||
| data_types.CONDITIONING, | ||
| ) | ||
| RETURN_NAMES = ( | ||
| "MODEL", | ||
| "positive", | ||
| "negative", | ||
| ) | ||
| # FUNCTION = "apply_instantid" use default_function | ||
| CATEGORY = "InstantID" | ||
| NODE_DISPLAY_NAME = "Apply InstantID" | ||
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| class ApplyInstantIDAdvanced(ApplyInstantID): | ||
| NODE_DISPLAY_NAME = "Apply InstantID Adavanced" | ||
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| @classmethod | ||
| def INPUT_TYPES(s): | ||
| return { | ||
| "required": { | ||
| "instantid": (data_types.INSTANTID,), | ||
| "insightface": (data_types.FACEANALYSIS,), | ||
| "control_net": (data_types.CONTROL_NET,), | ||
| "image": ("IMAGE",), | ||
| "model": (data_types.MODEL,), | ||
| "positive": (data_types.CONDITIONING,), | ||
| "negative": (data_types.CONDITIONING,), | ||
| "ip_weight": ( | ||
| "FLOAT", | ||
| { | ||
| "default": 0.8, | ||
| "min": 0.0, | ||
| "max": 3.0, | ||
| "step": 0.01, | ||
| }, | ||
| ), | ||
| "cn_strength": ( | ||
| "FLOAT", | ||
| { | ||
| "default": 0.8, | ||
| "min": 0.0, | ||
| "max": 10.0, | ||
| "step": 0.01, | ||
| }, | ||
| ), | ||
| "start_at": ( | ||
| "FLOAT", | ||
| { | ||
| "default": 0.0, | ||
| "min": 0.0, | ||
| "max": 1.0, | ||
| "step": 0.001, | ||
| }, | ||
| ), | ||
| "end_at": ( | ||
| "FLOAT", | ||
| { | ||
| "default": 1.0, | ||
| "min": 0.0, | ||
| "max": 1.0, | ||
| "step": 0.001, | ||
| }, | ||
| ), | ||
| "noise": ( | ||
| "FLOAT", | ||
| { | ||
| "default": 0.0, | ||
| "min": 0.0, | ||
| "max": 1.0, | ||
| "step": 0.1, | ||
| }, | ||
| ), | ||
| "combine_embeds": ( | ||
| ["average", "norm average", "concat"], | ||
| {"default": "average"}, | ||
| ), | ||
| }, | ||
| "optional": { | ||
| "image_kps": ("IMAGE",), | ||
| "mask": ("MASK",), | ||
| }, | ||
| } | ||
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| class InstantIDFaceAnalysis(BizyAirBaseNode): | ||
| @classmethod | ||
| def INPUT_TYPES(s): | ||
| return { | ||
| "required": { | ||
| "provider": (["CUDA"],), | ||
| }, | ||
| } | ||
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| RETURN_TYPES = (data_types.FACEANALYSIS,) | ||
| # FUNCTION = "load_insight_face" | ||
| CATEGORY = "InstantID" | ||
| NODE_DISPLAY_NAME = "InstantID Face Analysis" |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,19 @@ | ||
| from comfy.cldm.control_types import UNION_CONTROLNET_TYPES | ||
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| from bizyair import BizyAirBaseNode, data_types | ||
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| class SetUnionControlNetType(BizyAirBaseNode): | ||
| @classmethod | ||
| def INPUT_TYPES(s): | ||
| return { | ||
| "required": { | ||
| "control_net": (data_types.CONTROL_NET,), | ||
| "type": (["auto"] + list(UNION_CONTROLNET_TYPES.keys()),), | ||
| } | ||
| } | ||
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| CATEGORY = "conditioning/controlnet" | ||
| RETURN_TYPES = (data_types.CONTROL_NET,) | ||
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| # FUNCTION = "set_controlnet_type" |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,68 @@ | ||
| import os | ||
| import urllib.request | ||
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| import folder_paths | ||
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| from bizyair import BizyAirBaseNode | ||
| from bizyair.image_utils import encode_data | ||
| from nodes import LoadImage | ||
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| class LoadImageURL(BizyAirBaseNode): | ||
| @classmethod | ||
| def INPUT_TYPES(s): | ||
| return { | ||
| "required": { | ||
| "url": ( | ||
| "STRING", | ||
| { | ||
| "multiline": True, # True if you want the field to look like the one on the ClipTextEncode node | ||
| "default": "url or path", | ||
| "lazy": True, | ||
| }, | ||
| ), | ||
| }, | ||
| } | ||
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| CATEGORY = "image_utils" | ||
| RETURN_TYPES = ("IMAGE", "MASK") | ||
| FUNCTION = "apply" | ||
| NODE_DISPLAY_NAME = "Load Image (URL)" | ||
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| def apply(self, url: str): | ||
| url = url.strip() | ||
| input_dir = folder_paths.get_input_directory() | ||
| filename = os.path.basename(url) | ||
| file_path = os.path.join(input_dir, filename) | ||
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| # Check if the file already exists | ||
| if os.path.exists(file_path): | ||
| print(f"File {filename} already exists, skipping download.") | ||
| else: | ||
| # Download the image | ||
| urllib.request.urlretrieve(url, file_path) | ||
| print(f"Image successfully downloaded and saved as {filename}.") | ||
| return LoadImage().load_image(filename) | ||
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| class Image_Encode(BizyAirBaseNode): | ||
| @classmethod | ||
| def INPUT_TYPES(s): | ||
| return { | ||
| "required": {"image": ("IMAGE",)}, | ||
| "optional": { | ||
| "lossless": ( | ||
| "BOOLEAN", | ||
| {"default": False, "label_on": "yes", "label_off": "no"}, | ||
| ), | ||
| }, | ||
| } | ||
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| CATEGORY = "image_utils" | ||
| FUNCTION = "apply" | ||
| RETURN_TYPES = ("IMAGE",) | ||
| NODE_DISPLAY_NAME = "Image Encode" | ||
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| def apply(self, image, lossless=False): | ||
| out = encode_data(image, lossless=lossless) | ||
| return (out,) |
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