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Create app.py
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app.py
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import gradio as gr
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# Daftar model dan ControlNet
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models = ["Model A", "Model B", "Model C"]
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controlnet_types = ["Canny", "Depth", "Normal", "Pose"]
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def load_model(selected_model):
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# Logika untuk memuat model berdasarkan pilihan
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return f"Model {selected_model} telah dimuat."
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def generate_image(prompt, model):
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# Logika untuk menghasilkan gambar dari teks menggunakan model
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return f"Gambar untuk prompt '{prompt}' dengan model '{model}'"
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def process_image(image, controlnet_type):
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# Logika untuk memproses gambar menggunakan ControlNet
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return f"Proses gambar dengan tipe ControlNet '{controlnet_type}'"
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with gr.Blocks() as app:
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with gr.Tab("Text-to-Image"):
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with gr.Row():
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model_dropdown = gr.Dropdown(choices=models, label="Pilih Model")
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prompt_input = gr.Textbox(label="Prompt")
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generate_button = gr.Button("Generate")
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output_image = gr.Image(label="Hasil Gambar")
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def update_image(prompt, model):
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# Update fungsi sesuai kebutuhan
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return generate_image(prompt, model)
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generate_button.click(fn=update_image, inputs=[prompt_input, model_dropdown], outputs=output_image)
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with gr.Tab("Image-to-Image"):
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with gr.Row():
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image_input = gr.Image(label="Unggah Gambar")
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image_output = gr.Image(label="Hasil Gambar")
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image_button = gr.Button("Proses Gambar")
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def process_image_func(image):
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# Update fungsi sesuai kebutuhan
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return f"Proses gambar yang diunggah"
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image_button.click(fn=process_image_func, inputs=image_input, outputs=image_output)
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with gr.Tab("ControlNet"):
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with gr.Row():
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controlnet_dropdown = gr.Dropdown(choices=controlnet_types, label="Pilih Tipe ControlNet")
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controlnet_image_input = gr.Image(label="Unggah Gambar untuk ControlNet")
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controlnet_button = gr.Button("Proses dengan ControlNet")
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controlnet_output_image = gr.Image(label="Hasil ControlNet")
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def controlnet_process_func(image, controlnet_type):
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# Update fungsi sesuai kebutuhan
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return process_image(image, controlnet_type)
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controlnet_button.click(fn=controlnet_process_func, inputs=[controlnet_image_input, controlnet_dropdown], outputs=controlnet_output_image)
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# Jalankan antarmuka
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app.launch()
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