app.py

import gradio as gr

def process_image(image):
    # Perform segmentation and apply Gaussian blur (steps above)
    # Return output images for display
    
    segmented_output = ... # Segmented output with blurred background
    depth_map_output = ... # Depth map visualization
    variable_blur_output = ... # Variable Gaussian blur
    
    return segmented_output, depth_map_output, variable_blur_output

app = gr.Interface(
    fn=process_image,
    inputs=gr.Image(type="pil"),
    outputs=[gr.Image(type="pil"), gr.Image(type="pil"), gr.Image(type="pil")],
    title="Vision Transformer Segmentation & Depth Estimation",
    description="Upload an image to apply segmentation and lens blur effects."
)

app.launch()