app.py

import gradio as gr
from datetime import datetime

from src.face_morp import morph
from src.utils.align_images import align_images
from src.utils.sort_images import sort_images

def transition(image_files, duration, fps, method, align_resize, order_images, guideline):
    time = datetime.now().strftime("%d.%m.%Y_%H.%M.%S")
    output_name = f"output_{time}_{fps}fps.mp4"
    
    is_dlib = method == "Dlib"

    debug_messages = []
    print(f"Properties: Duration: {duration}, FPS: {fps}, Method: {method}, Align and Resize: {align_resize}, Order Images: {order_images}, Guideline: {guideline}")

    try:
        # Sort images by age
        if order_images:
            image_files = sort_images(image_files)

        # Align and resize images
        if align_resize:
            aligned_dir = "aligned_images"
            image_files =  align_images(image_files, aligned_dir)

            
        morph(image_files, duration, fps, output_name, guideline, is_dlib)
        debug_messages.append("Video generation successful")
        return output_name, "\n".join(debug_messages)
    
    except Exception as e:
        error_message = f"Error: {str(e)}"
        print(error_message)
        debug_messages.append(error_message)
        return None, "\n".join(debug_messages)

if __name__ == "__main__":
    gr.Interface(
        fn=transition,
        inputs=[
            gr.File(file_count="multiple", type="filepath"),
            gr.Slider(label="Duration (seconds) between images", minimum=1, maximum=10, step=1, value=3),
            gr.Slider(label="Frames per second (fps)", minimum=2, maximum=60, step=1, value=30),
            gr.Dropdown(label="Landmarks detection method", choices=["Dlib", "MediaPipe"], value="Dlib"),
            gr.Checkbox(label="Align and Resize Images", value=True),
            gr.Checkbox(label="Order Images by Age"),
            gr.Checkbox(label="Guideline")

        ],
        outputs=[gr.Video(), gr.Textbox(label="Output Message")],
        examples=[
            [["examples/1.png", "examples/2.png", "examples/3.png"], 3, 30, "Dlib", False, False, False],
            [["examples/1.png", "examples/2.png", "examples/3.png"], 5, 30, "MediaPipe", False, False, True],
            [["examples/1.jpg", "examples/2.jpg", "examples/3.jpg", 
              "examples/4.jpg", "examples/5.jpg", "examples/6.jpg", "examples/7.jpg", 
              "examples/8.jpg", "examples/9.jpg", "examples/10.jpg"], 3, 20, "Dlib", True, True, False],
            [["examples/big_1.png", "examples/big_2.png", "examples/big_3.png",
              "examples/big_4.png", "examples/big_5.png", "examples/big_6.png"], 3, 30, "Dlib", False, False, False]

        ],
        title="Face Morphing",
        description="Upload multiple images containing faces to create a transition video between them."
    ).launch(share=False)