68 lines
2.8 KiB
Python
68 lines
2.8 KiB
Python
import gradio as gr
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import random
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from modules.sdxl_styles import apply_style, style_keys, aspect_ratios
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from modules.default_pipeline import process
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from modules.cv2win32 import close_all_preview
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def generate_clicked(prompt, negative_prompt, style_selction, performance_selction,
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aspect_ratios_selction, image_number, image_seed, progress=gr.Progress()):
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p_txt, n_txt = apply_style(style_selction, prompt, negative_prompt)
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if performance_selction == 'Speed':
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steps = 30
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switch = 20
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else:
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steps = 60
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switch = 40
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width, height = aspect_ratios[aspect_ratios_selction]
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results = []
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seed = image_seed
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if not isinstance(seed, int) or seed < 0 or seed > 65535:
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seed = random.randint(1, 65535)
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for i in progress.tqdm(range(image_number)):
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imgs = process(p_txt, n_txt, steps, switch, width, height, seed)
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seed += 1
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results += imgs
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close_all_preview()
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return results
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block = gr.Blocks().queue()
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with block:
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with gr.Row():
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with gr.Column():
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gallery = gr.Gallery(label='Gallery', show_label=False, object_fit='contain', height=768)
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with gr.Row():
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with gr.Column(scale=0.85):
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prompt = gr.Textbox(show_label=False, placeholder="Type prompt here.", container=False)
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with gr.Column(scale=0.15, min_width=0):
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run_button = gr.Button(label="Generate", value="Generate")
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with gr.Row():
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advanced_checkbox = gr.Checkbox(label='Advanced', value=False, container=False)
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with gr.Column(scale=0.5, visible=False) as right_col:
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with gr.Tab(label='Generator Setting'):
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performance_selction = gr.Radio(label='Performance', choices=['Speed', 'Quality'], value='Speed')
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aspect_ratios_selction = gr.Radio(label='Aspect Ratios (width × height)', choices=list(aspect_ratios.keys()),
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value='1152×896')
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image_number = gr.Slider(label='Image Number', minimum=1, maximum=32, step=1, value=2)
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image_seed = gr.Number(label='Random Seed', value=-1, precision=0)
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negative_prompt = gr.Textbox(label='Negative Prompt', show_label=True, placeholder="Type prompt here.")
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with gr.Tab(label='Image Style'):
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style_selction = gr.Radio(show_label=False, container=True,
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choices=style_keys, value='cinematic-default')
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advanced_checkbox.change(lambda x: gr.update(visible=x), advanced_checkbox, right_col)
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ctrls = [
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prompt, negative_prompt, style_selction,
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performance_selction, aspect_ratios_selction, image_number, image_seed
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]
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run_button.click(fn=generate_clicked, inputs=ctrls, outputs=[gallery])
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block.launch()
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