Update app.py
Browse files
app.py
CHANGED
@@ -57,7 +57,12 @@ ART_STYLES = {
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"Bande Dessinée": {
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"prompt_prefix": "comic book style poster, vibrant colors, bold outlines",
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"negative_prompt": "realistic, photographic, subtle, muted colors"
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}
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}
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# Paramètres de composition étendus
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"Symétrie": "symmetrical composition, mirror-like balance",
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"Cadre dans le cadre": "frame within a frame composition"
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},
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"Terre": "earthy color palette",
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"Néon": "neon color palette",
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"Complémentaire": "complementary color scheme",
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"Analogique": "analogous color scheme",
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"Triadique": "triadic color scheme",
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"Tétradique": "tetradic color scheme",
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"Tons rompus": "muted tones 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 =
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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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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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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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@@ -124,7 +128,7 @@ class ImageGenerator:
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("detail_level", "highly detailed" if params.get("detail_level", 0) > 7 else "moderately detailed"),
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("contrast", "high contrast" if params.get("contrast", 0) > 7 else "balanced contrast"),
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("saturation", "vibrant colors" if params.get("saturation", 0) > 7 else "subtle colors")
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if params.get(param):
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prompt += f", {description}"
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@@ -132,46 +136,55 @@ class ImageGenerator:
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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"
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if 'Bearer None' in self.headers['Authorization']:
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return None,
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prompt = self._build_prompt(params)
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payload = {
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}
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}
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logger.debug(f
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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,
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else:
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error_msg = f
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logger.error(error_msg)
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return None,
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except Exception as e:
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error_msg = f
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logger.exception("Erreur pendant la génération:")
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return None,
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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: #3498db; border-radius: 10px; color: white; }
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@@ -179,84 +192,107 @@ def create_interface():
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.advanced-controls { background: #bdc3c7; padding: 12px; border-radius: 5px; margin: 8px 0; }
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.gradio-slider input[type="range"] { accent-color: #3498db; }
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.gradio-button { transition: all 0.3s ease; }
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.gradio-button:hover { transform: translateY(-2px); box-shadow: 0 4px 6px rgba(52,
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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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if __name__ == "__main__":
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"Bande Dessinée": {
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"prompt_prefix": "comic book style poster, vibrant colors, bold outlines",
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"negative_prompt": "realistic, photographic, subtle, muted colors"
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},
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# New styles added here
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**"Noir et Blanc": {**
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**"prompt_prefix": "black and white style poster, monochromatic design",**
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**"negative_prompt": "colorful, vibrant designs"**
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**},**
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}
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# Paramètres de composition étendus
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"Symétrie": "symmetrical composition, mirror-like balance",
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"Cadre dans le cadre": "frame within a frame composition"
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},
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# New ambiance added here
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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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**"Rétro": "retro atmosphere, nostalgic mood",**
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**"Futuriste": "futuristic atmosphere, high-tech mood",**
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**"Onirique": "dreamy atmosphere, surreal mood",**
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**"Industriel": "industrial atmosphere, raw and urban mood",**
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**"Naturel": "natural atmosphere, organic and earthy mood",**
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**"Nocturne": "nocturnal atmosphere, dark and moody lighting"**
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**},**
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# Palette remains unchanged
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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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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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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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("detail_level", "highly detailed" if params.get("detail_level", 0) > 7 else "moderately detailed"),
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("contrast", "high contrast" if params.get("contrast", 0) > 7 else "balanced contrast"),
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("saturation", "vibrant colors" if params.get("saturation", 0) > 7 else "subtle colors")
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]:
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if params.get(param):
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prompt += f", {description}"
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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"Démarrage de génération avec paramètres: {json.dumps(params)}")
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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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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)}')
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response = requests.post(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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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: #3498db; border-radius: 10px; color: white; }
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.advanced-controls { background: #bdc3c7; padding: 12px; border-radius: 5px; margin: 8px 0; }
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.gradio-slider input[type="range"] { accent-color: #3498db; }
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.gradio-button { transition: all 0.3s ease; }
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.gradio-button:hover { transform: translateY(-2px); box-shadow: 0 4px 6px rgba(52 ,152 ,219 ,0.11),0 1px 3px rgba(0 ,0 ,0 ,0.08); }
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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 4.0</h1>
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<p>Assistant de création d'affiches professionnelles avancé</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="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(choices=["A4","A3","A2","A1","A0"], value="A4", label="Format")
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orientation = gr.Radio(choices=["Portrait","Paysage"], value="Portrait", label="Orientation")
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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(choices=list(ART_STYLES.keys()), value="Neo Vintage", label="Style artistique")
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layout = gr.Dropdown(choices=list(COMPOSITION_PARAMS["Layouts"].keys()), value="Centré", label="Composition")
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with gr.Row():
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ambiance = gr.Dropdown(choices=list(COMPOSITION_PARAMS["Ambiances"].keys()), value="Dramatique", label="Ambiance")
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palette = gr.Dropdown(choices=list(COMPOSITION_PARAMS["Palette"].keys()), value="Contrasté", label="Palette")
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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(label="Description", placeholder="Décrivez votre vision...")
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title = gr.Textbox(label="Titre", placeholder="Titre de l'affiche...")
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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(minimum=1 ,maximum=10 ,value=7 ,step=1 ,label="Niveau de Détail")
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contrast = gr.Slider(minimum=1 ,maximum=10 ,value=5 ,step=1 ,label="Contraste")
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saturation = gr.Slider(minimum=1 ,maximum=10 ,value=5 ,step=1 ,label="Saturation")
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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(minimum=30,maximum=50,value=35,label="Qualité")
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creativity = gr.Slider(minimum=5,maximum=15,value=7.5,label="Créativité")
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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")
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status = gr.Textbox(label="Statut", interactive=False)
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def generate(*args):
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logger.info("Démarrage d'une nouvelle génération")
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params = {
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'format_size': args[0],
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'orientation': args[1],
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'style': args[2],
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'layout': args[3],
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'ambiance': args[4],
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'palette': args[5],
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'subject': args[6],
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'title': args[7],
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'detail_level': args[8],
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'contrast': args[9],
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'saturation': args[10],
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'quality': args[11],
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'creativity': args[12]
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}
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result = generator.generate(params)
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logger.info(f"Génération terminée avec statut: {result[1]}")
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return result
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generate_btn.click(generate,
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inputs=[format_size,
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orientation,
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style,
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layout,
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ambiance,
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palette,
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subject,
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title,
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detail_level,
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contrast,
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saturation,
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quality,
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creativity],
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outputs=[image_output,status])
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clear_btn.click(lambda: (None,"🗑️ Image effacée"), outputs=[image_output,status])
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logger.info("Interface créée avec succès")
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return app
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if __name__ == "__main__":
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app = create_interface()
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logger.info("Démarrage de l'application")
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app.launch()
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