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ngoctuanai
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·
6130d44
1
Parent(s):
68f5e75
Update app.py
Browse files
app.py
CHANGED
@@ -5,52 +5,17 @@ import random
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import os
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from PIL import Image
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def
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API_TOKEN = os.environ.get("HF_READ_TOKEN")
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headers = {"Authorization": f"Bearer {API_TOKEN}"}
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if image_style == "None style":
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payload = {
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"inputs": prompt + ", 8k",
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"is_negative": is_negative,
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"steps": steps,
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"cfg_scale": cfg_scale,
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"seed": seed if seed is not None else random.randint(-1, 2147483647)
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}
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elif image_style == "Cinematic":
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payload = {
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"inputs": prompt + ", realistic, detailed, textured, skin, hair, eyes, by Alex Huguet, Mike Hill, Ian Spriggs, JaeCheol Park, Marek Denko",
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"is_negative": is_negative + ", abstract, cartoon, stylized",
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"steps": steps,
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"cfg_scale": cfg_scale,
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"seed": seed if seed is not None else random.randint(-1, 2147483647)
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}
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elif image_style == "Digital Art":
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payload = {
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"inputs": prompt + ", faded , vintage , nostalgic , by Jose Villa , Elizabeth Messina , Ryan Brenizer , Jonas Peterson , Jasmine Star",
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"is_negative": is_negative + ", sharp , modern , bright",
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"steps": steps,
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"cfg_scale": cfg_scale,
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"seed": seed if seed is not None else random.randint(-1, 2147483647)
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}
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elif image_style == "Portrait":
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payload = {
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"inputs": prompt + ", soft light, sharp, exposure blend, medium shot, bokeh, (hdr:1.4), high contrast, (cinematic, teal and orange:0.85), (muted colors, dim colors, soothing tones:1.3), low saturation, (hyperdetailed:1.2), (noir:0.4), (natural skin texture, hyperrealism, soft light, sharp:1.2)",
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"is_negative": is_negative,
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"steps": steps,
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"cfg_scale": cfg_scale,
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"seed": seed if seed is not None else random.randint(-1, 2147483647)
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}
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image_bytes = requests.post(API_URL, headers=headers, json=payload).content
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@@ -180,28 +145,37 @@ css = """
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.tabitem{border: 0 !important}
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"""
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with gr.Blocks(css=css) as
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)
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with gr.Row(elem_id="prompt-container"):
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current_model = gr.Dropdown(label="Current Model", choices=list_models, value=list_models[1])
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with gr.Row(elem_id="prompt-container"):
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text_prompt = gr.Textbox(label="Prompt", placeholder="a cute cat", lines=1, elem_id="prompt-text-input")
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text_button = gr.Button("Generate", variant='primary', elem_id="gen-button")
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with gr.Row():
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image_output = gr.Image(type="pil", label="Output Image", elem_id="gallery")
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with gr.Accordion("Advanced settings", open=False):
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negative_prompt = gr.Textbox(label="Negative Prompt", value="text, blurry, fuzziness", lines=1, elem_id="negative-prompt-text-input")
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image_style = gr.Dropdown(label="Style", choices=["None style", "Cinematic", "Digital Art", "Portrait"], value="None style", allow_custom_value=False)
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text_button.click(
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import os
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from PIL import Image
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API_URL = "https://api-inference.huggingface.co/models/runwayml/stable-diffusion-v1-5"
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API_TOKEN = os.getenv("HF_READ_TOKEN") # it is free
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headers = {"Authorization": f"Bearer {API_TOKEN}"}
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def query(prompt, is_negative=False, steps=1, cfg_scale=6, seed=None):
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payload = {
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"inputs": prompt,
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"is_negative": is_negative,
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"steps": steps,
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"cfg_scale": cfg_scale,
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"seed": seed if seed is not None else random.randint(-1, 2147483647)
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}
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image_bytes = requests.post(API_URL, headers=headers, json=payload).content
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.tabitem{border: 0 !important}
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"""
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with gr.Blocks(css=css, theme="pseudolab/huggingface-korea-theme") as dalle:
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gr.HTML(
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"""
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<div style="text-align: center; margin: 0 auto;">
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<div
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style="
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display: inline-flex;
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align-items: center;
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gap: 0.8rem;
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font-size: 1.75rem;
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"
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>
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<h1 style="font-weight: 900; margin-bottom: 7px;margin-top:5px">
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Stable Diffusion v1.5 XL
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</h1>
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</div>
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<p style="margin-bottom: 10px; font-size: 94%; line-height: 23px;">
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</p>
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</div>
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"""
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)
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with gr.Row():
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image_output = gr.Image(type="pil", label="Output Image", elem_id="gallery")
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with gr.Column(elem_id="prompt-container"):
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text_prompt = gr.Textbox(label="Prompt", placeholder="a cute cat", lines=1, elem_id="prompt-text-input")
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text_button = gr.Button("Generate", variant='primary', elem_id="gen-button")
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with gr.Accordion("Advanced settings", open=False):
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negative_prompt = gr.Textbox(label="Negative Prompt", value="text, blurry, fuzziness", lines=1, elem_id="negative-prompt-text-input")
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text_button.click(query, inputs=[text_prompt, negative_prompt], outputs=image_output)
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dalle.launch(show_api=False)
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