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import os
import gradio as gr
from PIL import Image
# Paths for predefined dipole images
BASE_PATH = "demo_images"
IMAGES_DIR = os.path.join(BASE_PATH, "paths_images")
STRIPS_DIR = os.path.join(BASE_PATH, "paths_strips")
ORIGINAL_IMAGE = os.path.join(BASE_PATH, "original_image.jpg")
# Predefined dipole options based on folder structure
dipole_options = sorted(
[f"Path {i}" for i in range(len(os.listdir(IMAGES_DIR)))]
)
# Display edited images based on user-selected dipole and slider strength
def edit_image(attribute: str, slider_value: float):
index = dipole_options.index(attribute)
image_dir = os.path.join(IMAGES_DIR, f"path_{index:03d}")
# Determine frame from slider value
num_frames = len(os.listdir(image_dir))
frame_index = int(slider_value * (num_frames - 1))
frame_path = os.path.join(image_dir, f"{frame_index:06d}.jpg")
frame_image = Image.open(frame_path)
return frame_image
# Display the original image
def display_original_image():
return Image.open(ORIGINAL_IMAGE)
# Gradio Interface
def build_interface():
with gr.Row():
gr.Markdown("# ContraCLIP Predefined Editing Demo")
# Original Image Display
original_image_box = gr.Image(label="Original Image", type="pil")
original_image_box.update(value=display_original_image())
# Demo Interface
demo = gr.Interface(
fn=edit_image,
inputs=[
gr.Dropdown(dipole_options, label="Select Attribute"),
gr.Slider(0, 1, step=0.1, label="Attribute Strength"),
],
outputs=gr.Image(type="pil"),
live=True,
title="Predefined ContraCLIP Image Editing",
description="Select an attribute and adjust its strength to view the edited image."
)
# Launch the Interface
demo.launch()
if __name__ == "__main__":
build_interface()
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