app.py

import gradio as gr

# Daftar model dan ControlNet
models = ["Model A", "Model B", "Model C"]
controlnet_types = ["Canny", "Depth", "Normal", "Pose"]

def load_model(selected_model):
    # Logika untuk memuat model berdasarkan pilihan
    return f"Model {selected_model} telah dimuat."

def generate_image(prompt, model):
    # Logika untuk menghasilkan gambar dari teks menggunakan model
    return f"Gambar untuk prompt '{prompt}' dengan model '{model}'"

def process_image(image, controlnet_type):
    # Logika untuk memproses gambar menggunakan ControlNet
    return f"Proses gambar dengan tipe ControlNet '{controlnet_type}'"

with gr.Blocks() as app:
    with gr.Tab("Text-to-Image"):
        with gr.Row():
            model_dropdown = gr.Dropdown(choices=models, label="Pilih Model")
            prompt_input = gr.Textbox(label="Prompt")
            generate_button = gr.Button("Generate")
        
        output_image = gr.Image(label="Hasil Gambar")
        
        def update_image(prompt, model):
            # Update fungsi sesuai kebutuhan
            return generate_image(prompt, model)
        
        generate_button.click(fn=update_image, inputs=[prompt_input, model_dropdown], outputs=output_image)

    with gr.Tab("Image-to-Image"):
        with gr.Row():
            image_input = gr.Image(label="Unggah Gambar")
            image_output = gr.Image(label="Hasil Gambar")
            image_button = gr.Button("Proses Gambar")
        
        def process_image_func(image):
            # Update fungsi sesuai kebutuhan
            return f"Proses gambar yang diunggah"
        
        image_button.click(fn=process_image_func, inputs=image_input, outputs=image_output)

    with gr.Tab("ControlNet"):
        with gr.Row():
            controlnet_dropdown = gr.Dropdown(choices=controlnet_types, label="Pilih Tipe ControlNet")
            controlnet_image_input = gr.Image(label="Unggah Gambar untuk ControlNet")
            controlnet_button = gr.Button("Proses dengan ControlNet")
        
        controlnet_output_image = gr.Image(label="Hasil ControlNet")
        
        def controlnet_process_func(image, controlnet_type):
            # Update fungsi sesuai kebutuhan
            return process_image(image, controlnet_type)
        
        controlnet_button.click(fn=controlnet_process_func, inputs=[controlnet_image_input, controlnet_dropdown], outputs=controlnet_output_image)

# Jalankan antarmuka
app.launch()