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import gradio as gr |
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import os |
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import sys |
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import random |
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import string |
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import time |
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from queue import Queue |
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from threading import Thread |
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model_interface = gr.Interface.load("models/segmind/SSD-1B") |
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def restart_script_periodically(): |
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while True: |
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random_time = random.randint(540, 600) |
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time.sleep(random_time) |
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os.execl(sys.executable, sys.executable, *sys.argv) |
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restart_thread = Thread(target=restart_script_periodically, daemon=True) |
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restart_thread.start() |
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queue = Queue() |
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queue_threshold = 100 |
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def add_random_noise(prompt, noise_level=0.00): |
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if noise_level == 0: |
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noise_level = 0.00 |
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percentage_noise = noise_level * 5 |
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num_noise_chars = int(len(prompt) * (percentage_noise / 100)) |
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noise_indices = random.sample(range(len(prompt)), num_noise_chars) |
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prompt_list = list(prompt) |
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noise_chars = list(string.ascii_letters + string.punctuation + ' ' + string.digits) |
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noise_chars.extend(['๐', '๐ฉ', '๐', '๐ค', '๐', '๐ค', '๐ญ', '๐', '๐ท', '๐คฏ', '๐คซ', '๐ฅด', '๐ด', '๐คฉ', '๐ฅณ', '๐', '๐ฉ', '๐คช', '๐', '๐คข', '๐', '๐น', '๐ป', '๐ค', '๐ฝ', '๐', '๐', '๐
', '๐', '๐', '๐', '๐', '๐', '๐', '๐ฎ', 'โค๏ธ', '๐', '๐', '๐', '๐', '๐ถ', '๐ฑ', '๐ญ', '๐น', '๐ฆ', '๐ป', '๐จ', '๐ฏ', '๐ฆ', '๐', '๐ฅ', '๐ง๏ธ', '๐', '๐', '๐ฅ', '๐ด', '๐', '๐บ', '๐ป', '๐ธ', '๐จ', '๐
', '๐', 'โ๏ธ', 'โ๏ธ', 'โ๏ธ', 'โ๏ธ', '๐ค๏ธ', 'โ
๏ธ', '๐ฅ๏ธ', '๐ฆ๏ธ', '๐ง๏ธ', '๐ฉ๏ธ', '๐จ๏ธ', '๐ซ๏ธ', 'โ๏ธ', '๐ฌ๏ธ', '๐จ', '๐ช๏ธ', '๐']) |
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for index in noise_indices: |
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prompt_list[index] = random.choice(noise_chars) |
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return "".join(prompt_list) |
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import uuid |
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request_counter = 0 |
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IMAGE_STYLES = [ |
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"No style", |
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"Cinematic", |
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"Photographic", |
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"Anime", |
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"Manga", |
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"Digital Art", |
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"Pixel art", |
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"Fantasy art", |
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"Neonpunk", |
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"3D Model" |
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] |
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DEFAULT_IMAGE_STYLE = "Cinematic" |
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def send_it1(inputs, noise_level, style, proc=proc1): |
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global request_counter |
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request_counter += 1 |
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timestamp = f"{time.time()}_{request_counter}" |
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advanced_options = f"\nStyle: {style}\n" |
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negative_prompt =" " |
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prompt_with_noise = add_random_noise(inputs, noise_level) + f" - {timestamp}"+ advanced_options +negative_prompt |
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while queue.qsize() >= queue_threshold: |
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time.sleep(2) |
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queue.put(prompt_with_noise) |
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output = proc.process(prompt_with_noise) |
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return output |
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with gr.Blocks(css=".gradio-container {background-color: #fdf7e6;} footer{display:none !important;}",) as demo: |
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with gr.Column(elem_id="col-container"): |
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with gr.Row(variant="compact"): |
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prompt = gr.Textbox( |
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lines=8, |
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label="Enter your prompt", |
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show_label=False, |
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max_lines=10, |
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placeholder="Full Prompt", |
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).style( |
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container=False, |
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textarea={'height': '400px'} |
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) |
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run = gr.Button("Generate Images").style(full_width=False) |
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with gr.Accordion("Advanced options", open=False): |
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with gr.Row(): |
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style_selection = gr.Radio( |
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show_label=True, container=True, interactive=True, |
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choices=IMAGE_STYLES, |
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value=DEFAULT_IMAGE_STYLE, |
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label='Image Style' |
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) |
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negative_prompt = gr.Textbox(label="Negative Prompt (Optional)", placeholder="Example: blurry, unfocused", lines=2) |
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with gr.Row(): |
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with gr.Row(): |
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noise_level = gr.Slider(minimum=0.0, maximum=3, step=0.1, label="Noise Level") |
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with gr.Row(): |
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with gr.Row(): |
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output1 = gr.Image(label="", show_label=False, show_share_button=False) |
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output2 = gr.Image(label="", show_label=False, show_share_button=False) |
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run.click(send_it1, inputs=[prompt, noise_level, style_selection, negative_prompt], outputs=[output1]) |
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run.click(send_it1, inputs=[prompt, noise_level, style_selection, negative_prompt], outputs=[output2]) |
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demo.launch(enable_queue=True, inline=True) |
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