Update app.py
Browse files
app.py
CHANGED
@@ -10,13 +10,16 @@ import logging
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from dotenv import load_dotenv
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# Configuration du logging
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logging.basicConfig(
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logger = logging.getLogger(__name__)
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# Chargement des variables d'environnement
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load_dotenv()
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# Styles artistiques
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ART_STYLES = {
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"Art Moderne": {
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"prompt_prefix": "modern art style poster, professional design",
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@@ -33,85 +36,312 @@ ART_STYLES = {
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"Minimaliste": {
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"prompt_prefix": "minimalist design poster, clean composition",
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"negative_prompt": "complex, detailed, ornate, busy"
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}
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}
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#
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}
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}
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response = requests.post(API_URL, headers=headers, json=payload)
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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, "✨ Création réussie!"
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else:
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return None, f"⚠️ Erreur {response.status_code}: {response.text}"
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def create_interface():
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"
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gr.HTML("""
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<
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""")
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with gr.
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subject = gr.Textbox(
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label="Description",
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placeholder="Décrivez votre vision..."
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)
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def
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"
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generate_btn.click(
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inputs=[
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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()
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from dotenv import load_dotenv
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# Configuration du logging
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logging.basicConfig(
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level=logging.DEBUG,
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format='%(asctime)s - %(levelname)s - %(message)s'
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)
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logger = logging.getLogger(__name__)
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# Chargement des variables d'environnement
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load_dotenv()
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# Styles artistiques étendus
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ART_STYLES = {
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"Art Moderne": {
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"prompt_prefix": "modern art style poster, professional design",
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"Minimaliste": {
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"prompt_prefix": "minimalist design poster, clean composition",
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"negative_prompt": "complex, detailed, ornate, busy"
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},
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"Cyberpunk": {
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"prompt_prefix": "cyberpunk style poster, neon lights, futuristic design",
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"negative_prompt": "vintage, natural, rustic, traditional"
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},
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"Aquarelle": {
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"prompt_prefix": "watercolor art style poster, fluid artistic design",
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"negative_prompt": "digital, sharp, photorealistic"
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},
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"Art Déco": {
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"prompt_prefix": "art deco style poster, geometric patterns, luxury design",
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"negative_prompt": "modern, minimalist, casual"
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},
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"Japonais": {
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"prompt_prefix": "japanese art style poster, ukiyo-e inspired design",
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"negative_prompt": "western, modern, photographic"
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}
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}
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# Paramètres de composition
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COMPOSITION_PARAMS = {
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"Layouts": {
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"Centré": "centered composition, balanced layout",
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"Asymétrique": "dynamic asymmetrical composition",
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"Grille": "grid-based layout, structured composition",
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"Diagonal": "diagonal dynamic composition",
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"Minimaliste": "minimal composition, lots of whitespace"
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},
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"Ambiances": {
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"Dramatique": "dramatic lighting, high contrast",
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"Doux": "soft lighting, gentle atmosphere",
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"Vibrant": "vibrant colors, energetic mood",
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"Mystérieux": "mysterious atmosphere, moody lighting",
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"Serein": "peaceful atmosphere, calm mood"
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},
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"Palette": {
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"Monochrome": "monochromatic color scheme",
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"Contrasté": "high contrast color palette",
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"Pastel": "soft pastel color palette",
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"Terre": "earthy color palette",
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"Néon": "neon color palette"
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}
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}
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class ImageGenerator:
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def __init__(self):
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self.API_URL = "https://api-inference.huggingface.co/models/stabilityai/stable-diffusion-xl-base-1.0"
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token = os.getenv('HUGGINGFACE_TOKEN')
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if not token:
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logger.error("HUGGINGFACE_TOKEN non trouvé!")
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self.headers = {"Authorization": f"Bearer {token}"}
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logger.info("ImageGenerator initialisé")
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def _build_prompt(self, params: Dict[str, Any]) -> str:
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"""Construction de prompt améliorée"""
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style_info = ART_STYLES.get(params["style"], ART_STYLES["Neo Vintage"])
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prompt = f"{style_info['prompt_prefix']}, {params['subject']}"
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# Ajout des paramètres de composition
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if params.get("layout"):
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prompt += f", {COMPOSITION_PARAMS['Layouts'][params['layout']]}"
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if params.get("ambiance"):
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prompt += f", {COMPOSITION_PARAMS['Ambiances'][params['ambiance']]}"
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if params.get("palette"):
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prompt += f", {COMPOSITION_PARAMS['Palette'][params['palette']]}"
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# Ajout des ajustements fins
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if params.get("detail_level"):
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detail_strength = params["detail_level"]
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prompt += f", {'highly detailed' if detail_strength > 7 else 'moderately detailed'}"
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if params.get("contrast"):
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contrast_strength = params["contrast"]
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prompt += f", {'high contrast' if contrast_strength > 7 else 'balanced contrast'}"
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if params.get("saturation"):
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saturation_strength = params["saturation"]
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prompt += f", {'vibrant colors' if saturation_strength > 7 else 'subtle colors'}"
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if params.get("title"):
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prompt += f", with text saying '{params['title']}'"
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logger.debug(f"Prompt final: {prompt}")
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return prompt
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def generate(self, params: Dict[str, Any]) -> Tuple[Optional[Image.Image], str]:
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try:
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logger.info(f"Début de génération avec paramètres: {json.dumps(params, indent=2)}")
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if 'Bearer None' in self.headers['Authorization']:
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return None, "⚠️ Erreur: Token Hugging Face non configuré"
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prompt = self._build_prompt(params)
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# Configuration de base
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payload = {
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"inputs": prompt,
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"parameters": {
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"negative_prompt": ART_STYLES[params["style"]]["negative_prompt"],
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"num_inference_steps": min(int(35 * (params["quality"]/100)), 40),
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"guidance_scale": min(7.5 * (params["creativity"]/10), 10.0),
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"width": 768,
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"height": 768 if params["orientation"] == "Portrait" else 512
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}
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}
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logger.debug(f"Payload: {json.dumps(payload, indent=2)}")
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response = requests.post(
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self.API_URL,
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headers=self.headers,
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json=payload,
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timeout=30
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)
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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, "✨ Création réussie!"
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else:
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error_msg = f"⚠️ Erreur API {response.status_code}: {response.text}"
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logger.error(error_msg)
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return None, error_msg
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except Exception as e:
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error_msg = f"⚠️ Erreur: {str(e)}"
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logger.exception("Erreur pendant la génération:")
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return None, error_msg
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finally:
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gc.collect()
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def create_interface():
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logger.info("Création de l'interface Gradio")
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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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.controls-group { background: #2d3748; padding: 15px; border-radius: 5px; margin: 10px 0; }
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.advanced-controls { background: #374151; padding: 12px; border-radius: 5px; margin: 8px 0; }
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"""
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generator = ImageGenerator()
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with gr.Blocks(css=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>Assistant de création d'affiches professionnelles</p>
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</div>
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""")
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with gr.Column(elem_classes="container"):
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# Format et Orientation
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with gr.Group(elem_classes="controls-group"):
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gr.Markdown("### 📐 Format et Orientation")
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with gr.Row():
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format_size = 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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# Style et Composition
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with gr.Group(elem_classes="controls-group"):
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gr.Markdown("### 🎨 Style et Composition")
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with gr.Row():
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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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layout = gr.Dropdown(
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choices=list(COMPOSITION_PARAMS["Layouts"].keys()),
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value="Centré",
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label="Composition"
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)
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with gr.Row():
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ambiance = gr.Dropdown(
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choices=list(COMPOSITION_PARAMS["Ambiances"].keys()),
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value="Dramatique",
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label="Ambiance"
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)
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palette = gr.Dropdown(
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choices=list(COMPOSITION_PARAMS["Palette"].keys()),
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value="Contrasté",
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label="Palette"
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)
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# Contenu
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with gr.Group(elem_classes="controls-group"):
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gr.Markdown("### 📝 Contenu")
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subject = gr.Textbox(
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label="Description",
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placeholder="Décrivez votre vision..."
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)
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title = gr.Textbox(
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label="Titre",
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placeholder="Titre de l'affiche..."
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)
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# Ajustements fins
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with gr.Group(elem_classes="advanced-controls"):
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gr.Markdown("### 🎯 Ajustements Fins")
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with gr.Row():
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detail_level = gr.Slider(
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minimum=1,
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maximum=10,
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value=7,
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step=1,
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label="Niveau de Détail"
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)
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contrast = gr.Slider(
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minimum=1,
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maximum=10,
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value=5,
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step=1,
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label="Contraste"
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)
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saturation = gr.Slider(
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minimum=1,
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maximum=10,
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value=5,
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step=1,
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label="Saturation"
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)
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# Paramètres de génération
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with gr.Group(elem_classes="controls-group"):
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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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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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label="Créativité"
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)
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# Boutons
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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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# Sortie
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image_output = gr.Image(label="Aperçu")
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+
status = gr.Textbox(label="Statut", interactive=False)
|
294 |
|
295 |
+
def generate(*args):
|
296 |
+
logger.info("Démarrage d'une nouvelle génération")
|
297 |
+
params = {
|
298 |
+
"format_size": args[0],
|
299 |
+
"orientation": args[1],
|
300 |
+
"style": args[2],
|
301 |
+
"layout": args[3],
|
302 |
+
"ambiance": args[4],
|
303 |
+
"palette": args[5],
|
304 |
+
"subject": args[6],
|
305 |
+
"title": args[7],
|
306 |
+
"detail_level": args[8],
|
307 |
+
"contrast": args[9],
|
308 |
+
"saturation": args[10],
|
309 |
+
"quality": args[11],
|
310 |
+
"creativity": args[12]
|
311 |
+
}
|
312 |
+
result = generator.generate(params)
|
313 |
+
logger.info(f"Génération terminée avec statut: {result[1]}")
|
314 |
+
return result
|
315 |
|
316 |
generate_btn.click(
|
317 |
+
generate,
|
318 |
+
inputs=[
|
319 |
+
format_size,
|
320 |
+
orientation,
|
321 |
+
style,
|
322 |
+
layout,
|
323 |
+
ambiance,
|
324 |
+
palette,
|
325 |
+
subject,
|
326 |
+
title,
|
327 |
+
detail_level,
|
328 |
+
contrast,
|
329 |
+
saturation,
|
330 |
+
quality,
|
331 |
+
creativity
|
332 |
+
],
|
333 |
+
outputs=[image_output, status]
|
334 |
+
)
|
335 |
+
|
336 |
+
clear_btn.click(
|
337 |
+
lambda: (None, "🗑️ Image effacée"),
|
338 |
outputs=[image_output, status]
|
339 |
)
|
340 |
|
341 |
+
logger.info("Interface créée avec succès")
|
342 |
return app
|
343 |
|
344 |
if __name__ == "__main__":
|
345 |
app = create_interface()
|
346 |
+
logger.info("Démarrage de l'application")
|
347 |
app.launch()
|