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Update app.py
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app.py
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@@ -1,6 +1,337 @@
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| 1 |
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gimport gradio as gr
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import os
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from huggingface_hub import InferenceClient
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from PIL import Image
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import requests
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from io import BytesIO
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import time
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from datetime import datetime
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# Custom CSS for a modern, attractive interface
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custom_css = """
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+
.gradio-container {
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font-family: 'Inter', sans-serif;
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background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
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min-height: 100vh;
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}
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.container {
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max-width: 1200px !important;
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margin: auto;
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padding: 20px;
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}
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#title {
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text-align: center;
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color: white;
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font-size: 3em;
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font-weight: 800;
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margin-bottom: 10px;
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text-shadow: 2px 2px 4px rgba(0,0,0,0.3);
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letter-spacing: -1px;
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}
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#subtitle {
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text-align: center;
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color: rgba(255,255,255,0.9);
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font-size: 1.2em;
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margin-bottom: 30px;
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font-weight: 400;
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}
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.input-container {
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background: rgba(255,255,255,0.95);
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border-radius: 20px;
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padding: 30px;
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box-shadow: 0 20px 60px rgba(0,0,0,0.3);
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backdrop-filter: blur(10px);
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margin-bottom: 30px;
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}
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.output-container {
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background: rgba(255,255,255,0.95);
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border-radius: 20px;
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padding: 30px;
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box-shadow: 0 20px 60px rgba(0,0,0,0.3);
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backdrop-filter: blur(10px);
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}
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.generate-btn {
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background: linear-gradient(135deg, #667eea 0%, #764ba2 100%) !important;
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color: white !important;
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font-size: 1.2em !important;
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font-weight: 600 !important;
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padding: 15px 40px !important;
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border-radius: 10px !important;
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border: none !important;
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cursor: pointer !important;
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transition: transform 0.2s !important;
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box-shadow: 0 4px 15px rgba(102, 126, 234, 0.4) !important;
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}
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.generate-btn:hover {
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transform: translateY(-2px) !important;
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box-shadow: 0 6px 20px rgba(102, 126, 234, 0.5) !important;
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}
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+
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.prompt-ideas {
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display: flex;
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flex-wrap: wrap;
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gap: 10px;
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margin-top: 15px;
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}
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.prompt-tag {
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background: linear-gradient(135deg, #f093fb 0%, #f5576c 100%);
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color: white;
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padding: 8px 15px;
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border-radius: 20px;
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font-size: 0.9em;
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| 90 |
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cursor: pointer;
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| 91 |
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transition: transform 0.2s;
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| 92 |
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}
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.prompt-tag:hover {
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transform: scale(1.05);
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}
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footer {
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display: none !important;
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}
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+
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.progress-bar {
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background: linear-gradient(90deg, #667eea, #764ba2, #667eea) !important;
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| 104 |
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background-size: 200% 100% !important;
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animation: shimmer 2s infinite !important;
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}
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@keyframes shimmer {
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0% { background-position: 0% 50%; }
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100% { background-position: 200% 50%; }
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}
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"""
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+
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# Initialize the Hugging Face client
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def init_client():
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token = os.environ.get('HF_TOKEN')
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if not token:
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# Fallback for demo purposes - replace with your token
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# IMPORTANT: In production, always use environment variables
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token = "HF_TOKEN" # Replace with new token
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return InferenceClient(
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provider="auto",
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api_key=token,
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)
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# Sample prompts for inspiration
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SAMPLE_PROMPTS = [
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"π Cyberpunk city at night with neon lights",
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"πΈ Japanese garden in cherry blossom season",
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| 131 |
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"ποΈ Majestic mountain landscape at sunset",
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| 132 |
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"π Futuristic space station orbiting Earth",
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"π§ββοΈ Wizard's tower in a magical forest",
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| 134 |
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"ποΈ Tropical beach with crystal clear water",
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"π¨ Abstract colorful art explosion",
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"ποΈ Ancient Greek temple at golden hour",
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"π Galaxy with vibrant nebula colors",
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| 138 |
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"π¦ Macro shot of butterfly on flower"
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]
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def generate_image(prompt, style_preset, negative_prompt, num_steps, guidance_scale, progress=gr.Progress()):
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| 142 |
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"""Generate image using Hugging Face Inference API"""
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if not prompt:
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return None, "β οΈ Please enter a prompt to generate an image."
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try:
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progress(0, desc="π¨ Initializing AI model...")
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client = init_client()
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| 150 |
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# Add style to prompt if selected
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enhanced_prompt = prompt
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if style_preset != "None":
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style_additions = {
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"Photorealistic": "photorealistic, highly detailed, professional photography, 8k resolution",
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"Artistic": "artistic, painterly, creative, expressive brushstrokes",
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"Anime": "anime style, manga art, japanese animation, vibrant colors",
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"Digital Art": "digital art, concept art, highly detailed, artstation trending",
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"Oil Painting": "oil painting, classical art, museum quality, masterpiece",
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"Watercolor": "watercolor painting, soft colors, artistic, flowing",
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"3D Render": "3d render, octane render, unreal engine, ray tracing",
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"Vintage": "vintage style, retro, nostalgic, old photograph aesthetic"
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}
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enhanced_prompt = f"{prompt}, {style_additions[style_preset]}"
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+
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progress(0.3, desc="π Sending request to AI...")
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+
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# Generate the image
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start_time = time.time()
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# Note: The InferenceClient doesn't support all parameters directly
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# Using the model's default settings
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image = client.text_to_image(
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enhanced_prompt,
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model="Shakker-Labs/AWPortrait-QW",
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)
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generation_time = time.time() - start_time
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+
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progress(0.9, desc="β¨ Finalizing your creation...")
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| 181 |
+
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| 182 |
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# Add timestamp to image metadata
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| 183 |
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timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
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| 184 |
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success_message = f"""
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| 186 |
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β
**Image generated successfully!**
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+
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π **Prompt used:** {enhanced_prompt}
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β±οΈ **Generation time:** {generation_time:.2f} seconds
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| 190 |
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π **Created at:** {timestamp}
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| 191 |
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π¨ **Model:** Shakker-Labs/AWPortrait-QW
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"""
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| 194 |
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progress(1.0, desc="β
Complete!")
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| 195 |
+
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return image, success_message
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| 197 |
+
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| 198 |
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except Exception as e:
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error_message = f"""
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| 200 |
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β **Error generating image:**
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| 201 |
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{str(e)}
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| 202 |
+
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| 203 |
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**Troubleshooting tips:**
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| 204 |
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- Check if your HF_TOKEN is valid
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| 205 |
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- Ensure you have internet connection
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| 206 |
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- Try a simpler prompt
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| 207 |
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- Check if the model is available
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| 208 |
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"""
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| 209 |
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return None, error_message
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| 210 |
+
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| 211 |
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def use_sample_prompt(prompt):
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| 212 |
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"""Extract the actual prompt from the sample (remove emoji)"""
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| 213 |
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return prompt.split(' ', 1)[1] if ' ' in prompt else prompt
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+
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| 215 |
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# Create the Gradio interface
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| 216 |
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with gr.Blocks(css=custom_css, theme=gr.themes.Soft()) as app:
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| 217 |
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# Header
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| 218 |
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gr.HTML("""
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| 219 |
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<div id="title">π¨ AI Image Generator</div>
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| 220 |
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<div id="subtitle">Transform your ideas into stunning visuals with AI</div>
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""")
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| 223 |
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with gr.Row():
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| 224 |
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with gr.Column(scale=1, elem_classes="input-container"):
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| 225 |
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gr.Markdown("### πΌοΈ Create Your Masterpiece")
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| 226 |
+
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| 227 |
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# Main prompt input
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| 228 |
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prompt_input = gr.Textbox(
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| 229 |
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label="Enter your prompt",
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| 230 |
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placeholder="Describe what you want to see...",
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| 231 |
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lines=3,
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elem_id="prompt-input"
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| 233 |
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)
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| 234 |
+
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| 235 |
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# Style presets
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| 236 |
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style_preset = gr.Dropdown(
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| 237 |
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label="π¨ Style Preset",
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| 238 |
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choices=["None", "Photorealistic", "Artistic", "Anime", "Digital Art",
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| 239 |
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"Oil Painting", "Watercolor", "3D Render", "Vintage"],
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value="None"
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| 241 |
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)
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| 242 |
+
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| 243 |
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# Advanced settings (collapsible)
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| 244 |
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with gr.Accordion("βοΈ Advanced Settings", open=False):
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| 245 |
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negative_prompt = gr.Textbox(
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| 246 |
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label="Negative Prompt",
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| 247 |
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placeholder="What you don't want in the image...",
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| 248 |
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lines=2
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| 249 |
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)
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| 250 |
+
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| 251 |
+
with gr.Row():
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| 252 |
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num_steps = gr.Slider(
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| 253 |
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label="Inference Steps",
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| 254 |
+
minimum=10,
|
| 255 |
+
maximum=50,
|
| 256 |
+
value=30,
|
| 257 |
+
step=5
|
| 258 |
+
)
|
| 259 |
+
|
| 260 |
+
guidance_scale = gr.Slider(
|
| 261 |
+
label="Guidance Scale",
|
| 262 |
+
minimum=1,
|
| 263 |
+
maximum=20,
|
| 264 |
+
value=7.5,
|
| 265 |
+
step=0.5
|
| 266 |
+
)
|
| 267 |
+
|
| 268 |
+
# Sample prompts section
|
| 269 |
+
gr.Markdown("### π‘ Need Inspiration?")
|
| 270 |
+
sample_prompts = gr.Dropdown(
|
| 271 |
+
label="Choose a sample prompt",
|
| 272 |
+
choices=SAMPLE_PROMPTS,
|
| 273 |
+
interactive=True
|
| 274 |
+
)
|
| 275 |
+
|
| 276 |
+
# Generate button
|
| 277 |
+
generate_btn = gr.Button(
|
| 278 |
+
"π Generate Image",
|
| 279 |
+
elem_classes="generate-btn",
|
| 280 |
+
variant="primary"
|
| 281 |
+
)
|
| 282 |
+
|
| 283 |
+
with gr.Column(scale=1, elem_classes="output-container"):
|
| 284 |
+
gr.Markdown("### πΌοΈ Generated Image")
|
| 285 |
+
|
| 286 |
+
# Output image
|
| 287 |
+
output_image = gr.Image(
|
| 288 |
+
label="Your Creation",
|
| 289 |
+
type="pil",
|
| 290 |
+
elem_id="output-image"
|
| 291 |
+
)
|
| 292 |
+
|
| 293 |
+
# Status/Info output
|
| 294 |
+
output_status = gr.Markdown(
|
| 295 |
+
value="Ready to generate your first image! π¨"
|
| 296 |
+
)
|
| 297 |
+
|
| 298 |
+
# Footer with tips
|
| 299 |
+
gr.HTML("""
|
| 300 |
+
<div style="text-align: center; margin-top: 40px; color: white; opacity: 0.9;">
|
| 301 |
+
<h3>π‘ Pro Tips for Better Results</h3>
|
| 302 |
+
<p>β’ Be specific and descriptive in your prompts</p>
|
| 303 |
+
<p>β’ Include details about lighting, mood, and style</p>
|
| 304 |
+
<p>β’ Experiment with different style presets</p>
|
| 305 |
+
<p>β’ Use negative prompts to exclude unwanted elements</p>
|
| 306 |
+
</div>
|
| 307 |
+
""")
|
| 308 |
+
|
| 309 |
+
# Event handlers
|
| 310 |
+
sample_prompts.change(
|
| 311 |
+
fn=use_sample_prompt,
|
| 312 |
+
inputs=[sample_prompts],
|
| 313 |
+
outputs=[prompt_input]
|
| 314 |
+
)
|
| 315 |
+
|
| 316 |
+
generate_btn.click(
|
| 317 |
+
fn=generate_image,
|
| 318 |
+
inputs=[prompt_input, style_preset, negative_prompt, num_steps, guidance_scale],
|
| 319 |
+
outputs=[output_image, output_status]
|
| 320 |
+
)
|
| 321 |
+
|
| 322 |
+
# Also allow generation by pressing Enter in the prompt field
|
| 323 |
+
prompt_input.submit(
|
| 324 |
+
fn=generate_image,
|
| 325 |
+
inputs=[prompt_input, style_preset, negative_prompt, num_steps, guidance_scale],
|
| 326 |
+
outputs=[output_image, output_status]
|
| 327 |
+
)
|
| 328 |
+
|
| 329 |
+
# Launch the app
|
| 330 |
+
if __name__ == "__main__":
|
| 331 |
+
app.launch(
|
| 332 |
+
share=True,
|
| 333 |
+
show_error=True,
|
| 334 |
+
server_name="0.0.0.0",
|
| 335 |
+
server_port=7860,
|
| 336 |
+
favicon_path=None
|
| 337 |
+
)
|