added inital commit for image dir iterator
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from .cspnodes import NODE_CLASS_MAPPINGS, NODE_DISPLAY_NAME_MAPPINGS
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__all__ = ["NODE_CLASS_MAPPINGS", "NODE_DISPLAY_NAME_MAPPINGS"]
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+48
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import os
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import torch
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from PIL import Image, ImageOps
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import numpy as np
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class ImageDirIterator:
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@classmethod
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def INPUT_TYPES(cls):
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return {
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"required": {
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"directory_path": ("STRING", {}),
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"image_index": ("INT", {"default": 0})
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}
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}
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RETURN_TYPES = ("IMAGE",)
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FUNCTION = "get_image_by_index"
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CATEGORY = "cspnodes"
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def get_image_by_index(self, directory_path, image_index):
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# Get list of image files sorted by modification time (most recent first)
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image_files = sorted(
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[os.path.join(directory_path, f) for f in os.listdir(directory_path) if f.lower().endswith(('.png', '.jpg', '.jpeg', '.bmp', '.gif'))],
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key=lambda x: os.path.getmtime(x),
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reverse=True
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)
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# Validate index
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if image_index < 0 or image_index >= len(image_files):
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raise IndexError("Image index out of range.")
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# Load and preprocess the image
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image = Image.open(image_files[image_index])
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image = ImageOps.exif_transpose(image) # Correct orientation
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image = image.convert("RGB") # Ensure image is in RGB format
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# Convert image to tensor
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image_tensor = torch.from_numpy(np.array(image).astype(np.float32) / 255.0)[None,]
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return (image_tensor,)
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NODE_CLASS_MAPPINGS = {
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"ImageDirIterator": ImageDirIterator
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}
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NODE_DISPLAY_NAME_MAPPINGS = {
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"ImageDirIterator": "Image Dir Iterator"
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}
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