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Update app.py
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app.py
CHANGED
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@@ -10,7 +10,16 @@ def load_model(selected_model):
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def generate_image(prompt, neg_prompt, width, height, scheduler, num_steps, num_images, model):
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# Logika untuk menghasilkan gambar dari teks menggunakan model
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return [f"Gambar {i+1} untuk prompt '{prompt}' dengan model '{model}'" for i in range(num_images)]
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def process_image(image, prompt, neg_prompt, model):
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# Logika untuk memproses gambar menggunakan model
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@@ -23,37 +32,43 @@ def controlnet_process(image, controlnet_type, model):
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with gr.Blocks() as app:
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# Dropdown untuk memilih model di luar tab
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with gr.Row():
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model_dropdown = gr.Dropdown(choices=models, label="Pilih Model")
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# Tab untuk Text-to-Image
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with gr.Tab("Text-to-Image"):
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with gr.Row():
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with gr.Column():
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prompt_input = gr.Textbox(label="Prompt", placeholder="Masukkan prompt teks")
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neg_prompt_input = gr.Textbox(label="Neg Prompt", placeholder="Masukkan negasi prompt")
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width_input = gr.Slider(minimum=64, maximum=2048, step=64, label="Lebar", value=512)
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height_input = gr.Slider(minimum=64, maximum=2048, step=64, label="Tinggi", value=512)
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scheduler_input = gr.Dropdown(choices=["Euler", "LMS", "DDIM"], label="Scheduler")
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num_steps_input = gr.Slider(minimum=1, maximum=100, step=1, label="Num Steps", value=20)
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num_images_input = gr.Slider(minimum=1, maximum=10, step=1, label="Num Images", value=1)
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generate_button = gr.Button("Generate")
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with gr.Column():
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output_gallery = gr.Gallery(label="Hasil Gambar")
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def update_images(prompt, neg_prompt, width, height, scheduler, num_steps, num_images, model):
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# Update fungsi sesuai kebutuhan
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generate_button.click(fn=update_images, inputs=[prompt_input, neg_prompt_input, width_input, height_input, scheduler_input, num_steps_input, num_images_input, model_dropdown], outputs=output_gallery)
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# Tab untuk Image-to-Image
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with gr.Tab("Image-to-Image"):
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with gr.Row():
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with gr.Column():
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image_input = gr.Image(label="Unggah Gambar")
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prompt_input_i2i = gr.Textbox(label="Prompt", placeholder="Masukkan prompt teks")
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neg_prompt_input_i2i = gr.Textbox(label="Neg Prompt", placeholder="Masukkan negasi prompt")
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generate_button_i2i = gr.Button("Proses Gambar")
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with gr.Column():
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def generate_image(prompt, neg_prompt, width, height, scheduler, num_steps, num_images, model):
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# Logika untuk menghasilkan gambar dari teks menggunakan model
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return [f"Gambar {i+1} untuk prompt '{prompt}' dengan model '{model}'" for i in range(num_images)], {
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"prompt": prompt,
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"neg_prompt": neg_prompt,
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"width": width,
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"height": height,
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"scheduler": scheduler,
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"num_steps": num_steps,
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"num_images": num_images,
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"model": model
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}
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def process_image(image, prompt, neg_prompt, model):
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# Logika untuk memproses gambar menggunakan model
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with gr.Blocks() as app:
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# Dropdown untuk memilih model di luar tab
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with gr.Row():
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model_dropdown = gr.Dropdown(choices=models, label="Pilih Model", elem_id="model-dropdown").style(width=200)
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# Tab untuk Text-to-Image
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with gr.Tab("Text-to-Image"):
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with gr.Row():
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with gr.Column():
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prompt_input = gr.Textbox(label="Prompt", placeholder="Masukkan prompt teks", lines=2)
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neg_prompt_input = gr.Textbox(label="Neg Prompt", placeholder="Masukkan negasi prompt", lines=2)
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generate_button = gr.Button("Generate")
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with gr.Column():
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# Output gallery and text
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output_gallery = gr.Gallery(label="Hasil Gambar", elem_id="output-gallery")
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output_text = gr.Textbox(label="Output JSON", elem_id="output-text", lines=10)
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with gr.Row():
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with gr.Column():
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width_input = gr.Slider(minimum=64, maximum=2048, step=64, label="Lebar", value=512)
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height_input = gr.Slider(minimum=64, maximum=2048, step=64, label="Tinggi", value=512)
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scheduler_input = gr.Dropdown(choices=["Euler", "LMS", "DDIM"], label="Scheduler")
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num_steps_input = gr.Slider(minimum=1, maximum=100, step=1, label="Num Steps", value=20)
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num_images_input = gr.Slider(minimum=1, maximum=10, step=1, label="Num Images", value=1)
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def update_images(prompt, neg_prompt, width, height, scheduler, num_steps, num_images, model):
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# Update fungsi sesuai kebutuhan
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images, json_output = generate_image(prompt, neg_prompt, width, height, scheduler, num_steps, num_images, model)
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return images, json_output
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generate_button.click(fn=update_images, inputs=[prompt_input, neg_prompt_input, width_input, height_input, scheduler_input, num_steps_input, num_images_input, model_dropdown], outputs=[output_gallery, output_text])
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# Tab untuk Image-to-Image
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with gr.Tab("Image-to-Image"):
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with gr.Row():
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with gr.Column():
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image_input = gr.Image(label="Unggah Gambar")
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prompt_input_i2i = gr.Textbox(label="Prompt", placeholder="Masukkan prompt teks", lines=2)
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neg_prompt_input_i2i = gr.Textbox(label="Neg Prompt", placeholder="Masukkan negasi prompt", lines=2)
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generate_button_i2i = gr.Button("Proses Gambar")
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with gr.Column():
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