Sirshendu Ganguly
056ade0661
- Use librosa instead of torchaudio for mediaStorage - Created dedicated toggle handlers for Image Inference, Video Inference, Upscaler, Audio Inference, Accelerator Options, Bytedance Provider Settings, and OpenAI Provider Settings - Fixed Audio Inference widget ordering (use parameters now appear before their corresponding parameters) - All handlers use the same proven pattern from videoInferenceDimensionsHandler - Improved widget disabling/enabling functionality across all nodes
49 lines
2.3 KiB
Python
49 lines
2.3 KiB
Python
from .utils import runwareUtils as rwUtils
|
|
|
|
|
|
class referenceImages:
|
|
"""Reference Images node for providing reference images for identity consistency"""
|
|
|
|
@classmethod
|
|
def INPUT_TYPES(cls):
|
|
return {
|
|
"required": {
|
|
"Image 1": ("IMAGE", {
|
|
"tooltip": "Specifies Reference Image 1 that will be used as reference for the subject. These reference images help the AI to maintain identity consistency during the generation process."
|
|
}),
|
|
},
|
|
"optional": {
|
|
"Image 2": ("IMAGE", {
|
|
"tooltip": "Specifies Reference Image 2 that will be used as reference for the subject. These reference images help the AI to maintain identity consistency during the generation process."
|
|
}),
|
|
"Image 3": ("IMAGE", {
|
|
"tooltip": "Specifies Reference Image 3 that will be used as reference for the subject. These reference images help the AI to maintain identity consistency during the generation process."
|
|
}),
|
|
"Image 4": ("IMAGE", {
|
|
"tooltip": "Specifies Reference Image 4 that will be used as reference for the subject. These reference images help the AI to maintain identity consistency during the generation process."
|
|
}),
|
|
}
|
|
}
|
|
|
|
DESCRIPTION = "Used With Runware Tasks To Provide Reference Images For The Subject. These Reference Images Help The AI To Maintain Identity Consistency During The Generation Process."
|
|
FUNCTION = "referenceImages"
|
|
RETURN_TYPES = ("RUNWAREREFERENCEIMAGES",)
|
|
RETURN_NAMES = ("Reference Images",)
|
|
CATEGORY = "Runware"
|
|
|
|
def referenceImages(self, **kwargs):
|
|
"""Collect and convert reference images to list"""
|
|
image1 = kwargs.get("Image 1")
|
|
image2 = kwargs.get("Image 2", None)
|
|
image3 = kwargs.get("Image 3", None)
|
|
image4 = kwargs.get("Image 4", None)
|
|
|
|
imageList = [rwUtils.convertTensor2IMG(image1)]
|
|
|
|
optionalImages = [image2, image3, image4]
|
|
for image in optionalImages:
|
|
if image is not None:
|
|
imageList.append(rwUtils.convertTensor2IMG(image))
|
|
|
|
return (imageList,)
|