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import gradio as gr |
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import os |
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from PIL import Image, ImageDraw, ImageFont, ImageEnhance |
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import requests |
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import io |
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import json |
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ART_STYLES = { |
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"Renaissance": { |
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"prompt_prefix": "renaissance style masterpiece, classical composition, chiaroscuro lighting", |
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"text_style": "elegant classical typography, golden ratio composition", |
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"guidance": 15.0, |
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"steps": 80, |
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"negative_prompt": "modern, digital, low quality, blurry" |
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}, |
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"Impressionnisme": { |
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"prompt_prefix": "impressionist painting style, vibrant brushstrokes, atmospheric lighting", |
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"text_style": "artistic text integration, painterly typography", |
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"guidance": 12.0, |
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"steps": 65, |
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"negative_prompt": "sharp details, digital art, photorealistic" |
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}, |
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"Art Moderne": { |
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"prompt_prefix": "modern art style, geometric shapes, bold composition", |
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"text_style": "modern typography, geometric letter design", |
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"guidance": 11.0, |
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"steps": 60, |
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"negative_prompt": "traditional, realistic, detailed texture" |
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}, |
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"Neo Vintage": { |
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"prompt_prefix": "vintage style poster, retro advertisement design, classic illustration", |
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"text_style": "vintage typography, retro lettering style", |
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"guidance": 12.5, |
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"steps": 65, |
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"negative_prompt": "modern, digital, contemporary" |
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}, |
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"Pop Art": { |
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"prompt_prefix": "pop art style, comic book aesthetic, bold colors, halftone dots", |
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"text_style": "bold comic book typography, retro lettering", |
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"guidance": 11.5, |
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"steps": 60, |
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"negative_prompt": "subtle, realistic, painterly" |
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} |
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} |
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TEXT_EFFECTS = { |
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"Standard": { |
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"prompt_suffix": "with clear readable text", |
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"text_params": {"weight": 1.0} |
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}, |
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"Néon": { |
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"prompt_suffix": "with glowing neon text effect", |
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"text_params": {"weight": 1.2} |
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}, |
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"3D": { |
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"prompt_suffix": "with 3D text effect, depth and shadows", |
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"text_params": {"weight": 1.3} |
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}, |
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"Métallique": { |
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"prompt_suffix": "with metallic text effect, reflective surface", |
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"text_params": {"weight": 1.1} |
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}, |
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"Graffiti": { |
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"prompt_suffix": "with graffiti style text, urban art typography", |
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"text_params": {"weight": 1.2} |
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} |
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} |
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THEME_COLLECTIONS = { |
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"Nature": { |
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"prompts": ["natural elements", "organic composition"], |
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"styles": ["flowing lines", "natural textures"], |
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"negative": "artificial, synthetic" |
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}, |
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"Urbain": { |
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"prompts": ["urban landscape", "city elements"], |
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"styles": ["street art", "architectural elements"], |
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"negative": "rural, natural" |
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}, |
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"Tech": { |
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"prompts": ["technological elements", "digital aesthetic"], |
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"styles": ["circuit patterns", "tech elements"], |
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"negative": "organic, traditional" |
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} |
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} |
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CUSTOM_CSS = """ |
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.container { max-width: 1200px; margin: auto; } |
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.welcome { text-align: center; margin: 20px 0; padding: 20px; background: #1e293b; border-radius: 10px; } |
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.quality-controls { margin: 10px 0; padding: 10px; background: #2d3748; border-radius: 5px; } |
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.style-group { background: #2d3748; padding: 15px; border-radius: 5px; margin: 10px 0; } |
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.text-effects { background: #374151; padding: 12px; border-radius: 5px; margin: 8px 0; } |
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.preview-panel { position: relative; } |
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.parameters { display: flex; gap: 10px; } |
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""" |
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def enhance_prompt(subject, style, text_effect, collection=None, additional_details=""): |
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"""Génération de prompt optimisée""" |
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style_config = ART_STYLES[style] |
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text_config = TEXT_EFFECTS[text_effect] |
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base_prompt = f"{style_config['prompt_prefix']}, {subject}" |
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if text_effect != "Standard": |
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base_prompt += f", {text_config['prompt_suffix']}" |
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if collection and collection in THEME_COLLECTIONS: |
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collection_data = THEME_COLLECTIONS[collection] |
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collection_elements = collection_data["prompts"] + collection_data["styles"] |
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base_prompt += f", {', '.join(collection_elements)}" |
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if additional_details: |
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base_prompt += f", {additional_details}" |
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negative_prompt = style_config['negative_prompt'] |
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if collection: |
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negative_prompt += f", {THEME_COLLECTIONS[collection]['negative']}" |
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return base_prompt, negative_prompt |
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def generate_image(format_size, orientation, subject, style, text_effect, collection, |
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title, subtitle, quality, creativity, additional_details=""): |
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"""Fonction de génération d'image""" |
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API_URL = "https://api-inference.huggingface.co/models/stabilityai/stable-diffusion-xl-base-1.0" |
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headers = {"Authorization": f"Bearer {os.getenv('HUGGINGFACE_TOKEN')}"} |
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try: |
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base_width = 1024 |
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base_height = 1024 |
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if orientation == "Portrait": |
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if format_size in ["A4", "A3"]: |
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base_width = 768 |
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base_height = 1024 |
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else: |
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if format_size in ["A4", "A3"]: |
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base_width = 1024 |
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base_height = 768 |
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enhanced_prompt, negative_prompt = enhance_prompt( |
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subject, style, text_effect, collection, additional_details |
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) |
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if title: |
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enhanced_prompt += f", with text: '{title}'" |
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if subtitle: |
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enhanced_prompt += f", subtitle: '{subtitle}'" |
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print(f"Prompt: {enhanced_prompt}") |
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payload = { |
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"inputs": enhanced_prompt, |
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"parameters": { |
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"negative_prompt": negative_prompt, |
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"num_inference_steps": int(ART_STYLES[style]['steps'] * (quality/100)), |
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"guidance_scale": ART_STYLES[style]['guidance'] * (creativity/10), |
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"width": base_width, |
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"height": base_height |
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} |
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} |
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response = requests.post(API_URL, headers=headers, json=payload, timeout=60) |
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if response.status_code == 200: |
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image = Image.open(io.BytesIO(response.content)) |
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return image, f"✨ Création {style} avec effet {text_effect} réussie!" |
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else: |
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print(f"Erreur API: {response.text}") |
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return None, f"⚠️ Erreur {response.status_code}: Ajustez les paramètres" |
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except Exception as e: |
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print(f"Exception: {str(e)}") |
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return None, f"⚠️ Erreur: {str(e)}" |
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def create_interface(): |
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with gr.Blocks(css=CUSTOM_CSS) as app: |
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gr.HTML(""" |
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<div class="welcome"> |
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<h1>🤖 Equity Artisan 3.0</h1> |
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<p>Créez des affiches artistiques professionnelles avec notre assistant créatif augmenté.</p> |
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</div> |
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""") |
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with gr.Column(elem_classes="container"): |
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with gr.Group(elem_classes="style-group"): |
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gr.Markdown("### 📏 Format et Orientation") |
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with gr.Row(): |
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format_choice = gr.Dropdown( |
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choices=["A4", "A3", "A2", "A1", "A0"], |
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value="A4", |
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label="Format" |
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) |
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orientation = gr.Radio( |
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choices=["Portrait", "Paysage"], |
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value="Portrait", |
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label="Orientation" |
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) |
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with gr.Group(elem_classes="style-group"): |
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gr.Markdown("### 🎨 Style et Création") |
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with gr.Row(): |
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with gr.Column(scale=1): |
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style = gr.Dropdown( |
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choices=list(ART_STYLES.keys()), |
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value="Neo Vintage", |
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label="Style artistique" |
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) |
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text_effect = gr.Dropdown( |
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choices=list(TEXT_EFFECTS.keys()), |
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value="Standard", |
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label="Effet de texte" |
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) |
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collection = gr.Dropdown( |
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choices=list(THEME_COLLECTIONS.keys()), |
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label="Collection (optionnel)" |
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) |
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with gr.Column(scale=2): |
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subject = gr.Textbox( |
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label="Sujet principal", |
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placeholder="Ex: loup, paysage urbain..." |
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) |
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additional_details = gr.Textbox( |
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lines=2, |
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label="Détails additionnels", |
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placeholder="Ajoutez des détails..." |
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) |
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with gr.Group(elem_classes="text-effects"): |
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gr.Markdown("### ✍️ Texte") |
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with gr.Row(): |
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title = gr.Textbox( |
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label="Titre principal", |
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placeholder="Texte principal..." |
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) |
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subtitle = gr.Textbox( |
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label="Sous-titre", |
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placeholder="Texte secondaire..." |
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) |
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with gr.Group(elem_classes="quality-controls"): |
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with gr.Row(): |
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quality = gr.Slider( |
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minimum=30, |
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maximum=50, |
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value=35, |
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step=5, |
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label="Qualité" |
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) |
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creativity = gr.Slider( |
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minimum=5, |
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maximum=15, |
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value=7.5, |
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step=0.5, |
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label="Créativité" |
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) |
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with gr.Row(): |
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generate_btn = gr.Button("✨ Générer", variant="primary") |
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clear_btn = gr.Button("🗑️ Effacer", variant="secondary") |
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image_output = gr.Image(label="Aperçu", type="pil") |
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status = gr.Textbox(label="Statut", interactive=False) |
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generate_btn.click( |
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generate_image, |
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inputs=[ |
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format_choice, |
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orientation, |
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subject, |
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style, |
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text_effect, |
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collection, |
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title, |
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subtitle, |
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quality, |
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creativity, |
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additional_details |
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], |
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outputs=[image_output, status] |
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) |
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clear_btn.click( |
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lambda: (None, "Image effacée"), |
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outputs=[image_output, status] |
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) |
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return app |
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if __name__ == "__main__": |
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app = create_interface() |
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app.launch() |