Create app.py

app.py

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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()