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Create app.py
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app.py
ADDED
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@@ -0,0 +1,2021 @@
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|
| 1 |
+
# AI Image Creator: Enhanced UI and UX
|
| 2 |
+
# Part 1: Core Setup, Model Classes and API Configuration
|
| 3 |
+
|
| 4 |
+
import gradio as gr
|
| 5 |
+
import logging
|
| 6 |
+
import sys
|
| 7 |
+
import random
|
| 8 |
+
import time
|
| 9 |
+
import os
|
| 10 |
+
from huggingface_hub import InferenceClient
|
| 11 |
+
from PIL import Image
|
| 12 |
+
import io
|
| 13 |
+
import base64
|
| 14 |
+
|
| 15 |
+
# Set up logging
|
| 16 |
+
logging.basicConfig(
|
| 17 |
+
level=logging.INFO,
|
| 18 |
+
format='%(asctime)s - %(name)s - %(levelname)s - %(message)s',
|
| 19 |
+
handlers=[logging.StreamHandler(sys.stdout)]
|
| 20 |
+
)
|
| 21 |
+
logger = logging.getLogger("ai_image_creator")
|
| 22 |
+
|
| 23 |
+
# =============== MODEL CLIENTS SETUP ===============
|
| 24 |
+
def setup_client(api_key, provider=None):
|
| 25 |
+
"""Initialize and return API client"""
|
| 26 |
+
try:
|
| 27 |
+
if provider:
|
| 28 |
+
client = InferenceClient(provider=provider, api_key=api_key)
|
| 29 |
+
logger.info(f"{provider} client initialized successfully")
|
| 30 |
+
else:
|
| 31 |
+
client = InferenceClient(api_key=api_key)
|
| 32 |
+
logger.info("Hugging Face client initialized successfully")
|
| 33 |
+
return client
|
| 34 |
+
except Exception as e:
|
| 35 |
+
logger.error(f"Error initializing client: {str(e)}")
|
| 36 |
+
return None
|
| 37 |
+
|
| 38 |
+
# Initialize clients
|
| 39 |
+
try:
|
| 40 |
+
# Replace with your actual HF API key
|
| 41 |
+
hf_api_key = os.getenv("HF_API_KEY1")
|
| 42 |
+
|
| 43 |
+
hf_client = setup_client(hf_api_key)
|
| 44 |
+
logger.info("Hugging Face client created successfully")
|
| 45 |
+
|
| 46 |
+
# Set up Llama client if API key is provided
|
| 47 |
+
llama_api_key = os.getenv("HF_API_KEY2") # Replace with actual key if available
|
| 48 |
+
try:
|
| 49 |
+
llama_client = setup_client(llama_api_key, "sambanova")
|
| 50 |
+
use_llama = True
|
| 51 |
+
logger.info("Llama client created successfully")
|
| 52 |
+
except Exception as e:
|
| 53 |
+
logger.warning(f"Llama client not available: {str(e)}. Will use fallback enhancement.")
|
| 54 |
+
llama_client = None
|
| 55 |
+
use_llama = False
|
| 56 |
+
except Exception as e:
|
| 57 |
+
logger.error(f"Failed to create Hugging Face client: {str(e)}")
|
| 58 |
+
hf_client = None
|
| 59 |
+
llama_client = None
|
| 60 |
+
use_llama = False
|
| 61 |
+
|
| 62 |
+
# =============== DATA MODELS ===============
|
| 63 |
+
|
| 64 |
+
# Image Models with friendly names, descriptions and icons
|
| 65 |
+
IMAGE_MODELS = {
|
| 66 |
+
"stabilityai/stable-diffusion-xl-base-1.0": {
|
| 67 |
+
"display_name": "SDXL 1.0",
|
| 68 |
+
"description": "Best overall quality, slower generation",
|
| 69 |
+
"icon": "⭐",
|
| 70 |
+
"speed": "slow",
|
| 71 |
+
"quality": "excellent"
|
| 72 |
+
},
|
| 73 |
+
"runwayml/stable-diffusion-v1-5": {
|
| 74 |
+
"display_name": "SD 1.5",
|
| 75 |
+
"description": "Good for general purpose, faster generation",
|
| 76 |
+
"icon": "🚀",
|
| 77 |
+
"speed": "fast",
|
| 78 |
+
"quality": "good"
|
| 79 |
+
},
|
| 80 |
+
"stabilityai/stable-diffusion-2-1": {
|
| 81 |
+
"display_name": "SD 2.1",
|
| 82 |
+
"description": "Improved details, balanced speed and quality",
|
| 83 |
+
"icon": "✨",
|
| 84 |
+
"speed": "medium",
|
| 85 |
+
"quality": "very good"
|
| 86 |
+
},
|
| 87 |
+
"prompthero/openjourney": {
|
| 88 |
+
"display_name": "OpenJourney",
|
| 89 |
+
"description": "Midjourney-like stylized results",
|
| 90 |
+
"icon": "🎨",
|
| 91 |
+
"speed": "medium",
|
| 92 |
+
"quality": "stylized"
|
| 93 |
+
},
|
| 94 |
+
"dreamlike-art/dreamlike-diffusion-1.0": {
|
| 95 |
+
"display_name": "Dreamlike",
|
| 96 |
+
"description": "Artistic style with dreamy aesthetics",
|
| 97 |
+
"icon": "💫",
|
| 98 |
+
"speed": "medium",
|
| 99 |
+
"quality": "artistic"
|
| 100 |
+
}
|
| 101 |
+
}
|
| 102 |
+
|
| 103 |
+
# Creation types with icons and detailed descriptions
|
| 104 |
+
CREATION_TYPES = {
|
| 105 |
+
"Realistic Photo": {
|
| 106 |
+
"description": "Create a photorealistic image with natural details and lighting",
|
| 107 |
+
"icon": "📷",
|
| 108 |
+
"prompt_hint": "Try to include details about lighting, time of day, and environment"
|
| 109 |
+
},
|
| 110 |
+
"Digital Art": {
|
| 111 |
+
"description": "Create colorful digital artwork with clean lines and vibrant colors",
|
| 112 |
+
"icon": "🖌️",
|
| 113 |
+
"prompt_hint": "Consider specifying color palette and mood for better results"
|
| 114 |
+
},
|
| 115 |
+
"Fantasy Illustration": {
|
| 116 |
+
"description": "Create magical and fantastical scenes with otherworldly elements",
|
| 117 |
+
"icon": "🧙",
|
| 118 |
+
"prompt_hint": "Describe magical elements, creatures, and environments in detail"
|
| 119 |
+
},
|
| 120 |
+
"Concept Art": {
|
| 121 |
+
"description": "Create professional concept art for characters, environments or objects",
|
| 122 |
+
"icon": "🎮",
|
| 123 |
+
"prompt_hint": "Include details about perspective, purpose, and design influences"
|
| 124 |
+
},
|
| 125 |
+
"Anime/Manga": {
|
| 126 |
+
"description": "Create Japanese anime or manga style illustration",
|
| 127 |
+
"icon": "🍙",
|
| 128 |
+
"prompt_hint": "Specify anime aesthetics like shading style and character features"
|
| 129 |
+
},
|
| 130 |
+
"Oil Painting": {
|
| 131 |
+
"description": "Create an image with oil painting textures and artistic brushstrokes",
|
| 132 |
+
"icon": "🖼️",
|
| 133 |
+
"prompt_hint": "Consider describing texture, brushwork style, and canvas feel"
|
| 134 |
+
},
|
| 135 |
+
"Watercolor": {
|
| 136 |
+
"description": "Create a soft watercolor illustration with subtle color blending",
|
| 137 |
+
"icon": "💧",
|
| 138 |
+
"prompt_hint": "Mention color blending, paper texture, and watercolor-specific effects"
|
| 139 |
+
},
|
| 140 |
+
"Sketch": {
|
| 141 |
+
"description": "Create a detailed sketch or drawing with line art focus",
|
| 142 |
+
"icon": "✏️",
|
| 143 |
+
"prompt_hint": "Describe line weight, hatching style, and sketch medium (pencil, charcoal, etc.)"
|
| 144 |
+
},
|
| 145 |
+
"3D Rendering": {
|
| 146 |
+
"description": "Create an image that looks like a 3D rendered scene with realistic lighting",
|
| 147 |
+
"icon": "💻",
|
| 148 |
+
"prompt_hint": "Include details about lighting setup, materials, and camera perspective"
|
| 149 |
+
},
|
| 150 |
+
"Pixel Art": {
|
| 151 |
+
"description": "Create retro-style pixel art with limited color palette",
|
| 152 |
+
"icon": "👾",
|
| 153 |
+
"prompt_hint": "Specify resolution, color limitations, and pixel art style (e.g., 16-bit, 8-bit)"
|
| 154 |
+
}
|
| 155 |
+
}
|
| 156 |
+
|
| 157 |
+
# Art styles with icons and detailed descriptions
|
| 158 |
+
ART_STYLES = {
|
| 159 |
+
"Photorealistic": {
|
| 160 |
+
"description": "Detailed realistic style that resembles a photograph with accurate lighting and textures",
|
| 161 |
+
"icon": "📸",
|
| 162 |
+
"examples": "Works by Chuck Close, Richard Estes, or modern 3D renderings"
|
| 163 |
+
},
|
| 164 |
+
"Impressionist": {
|
| 165 |
+
"description": "Soft brushstrokes that capture light and atmosphere over precise details, like Monet",
|
| 166 |
+
"icon": "🌈",
|
| 167 |
+
"examples": "Claude Monet, Pierre-Auguste Renoir, Camille Pissarro"
|
| 168 |
+
},
|
| 169 |
+
"Surrealist": {
|
| 170 |
+
"description": "Dreamlike quality with impossible or irrational scenes, like Salvador Dali",
|
| 171 |
+
"icon": "🌀",
|
| 172 |
+
"examples": "Salvador Dali, René Magritte, Frida Kahlo"
|
| 173 |
+
},
|
| 174 |
+
"Pop Art": {
|
| 175 |
+
"description": "Bold colors, sharp lines and popular culture references, like Andy Warhol",
|
| 176 |
+
"icon": "🎭",
|
| 177 |
+
"examples": "Andy Warhol, Roy Lichtenstein, Keith Haring"
|
| 178 |
+
},
|
| 179 |
+
"Minimalist": {
|
| 180 |
+
"description": "Simplified forms, limited color palette, and clean composition with minimal elements",
|
| 181 |
+
"icon": "⬜",
|
| 182 |
+
"examples": "Piet Mondrian, Kazimir Malevich, Agnes Martin"
|
| 183 |
+
},
|
| 184 |
+
"Abstract": {
|
| 185 |
+
"description": "Non-representational style using shapes, colors, and forms to express ideas",
|
| 186 |
+
"icon": "🔶",
|
| 187 |
+
"examples": "Wassily Kandinsky, Jackson Pollock, Mark Rothko"
|
| 188 |
+
},
|
| 189 |
+
"Cubist": {
|
| 190 |
+
"description": "Geometric shapes and multiple perspectives shown simultaneously, like Picasso",
|
| 191 |
+
"icon": "📐",
|
| 192 |
+
"examples": "Pablo Picasso, Georges Braque, Juan Gris"
|
| 193 |
+
},
|
| 194 |
+
"Art Nouveau": {
|
| 195 |
+
"description": "Ornate, flowing lines inspired by natural forms with decorative elegance",
|
| 196 |
+
"icon": "🌿",
|
| 197 |
+
"examples": "Alphonse Mucha, Gustav Klimt, Antoni Gaudí"
|
| 198 |
+
},
|
| 199 |
+
"Gothic": {
|
| 200 |
+
"description": "Dark, medieval-inspired aesthetic with dramatic lighting and architectural elements",
|
| 201 |
+
"icon": "🏰",
|
| 202 |
+
"examples": "Zdzisław Beksiński, H.R. Giger, medieval architecture"
|
| 203 |
+
},
|
| 204 |
+
"Cyberpunk": {
|
| 205 |
+
"description": "Futuristic dystopian style with neon colors, technology, and urban decay",
|
| 206 |
+
"icon": "🤖",
|
| 207 |
+
"examples": "Blade Runner, Ghost in the Shell, Akira"
|
| 208 |
+
},
|
| 209 |
+
"Steampunk": {
|
| 210 |
+
"description": "Victorian-era aesthetic combined with steam-powered technology and brass elements",
|
| 211 |
+
"icon": "⚙️",
|
| 212 |
+
"examples": "Works by James Ng, Keith Thompson, retrofuturistic Jules Verne adaptations"
|
| 213 |
+
},
|
| 214 |
+
"Retro/Vintage": {
|
| 215 |
+
"description": "Nostalgic style reminiscent of past decades with period-appropriate elements",
|
| 216 |
+
"icon": "📺",
|
| 217 |
+
"examples": "1950s advertisements, vintage travel posters, pulp magazine covers"
|
| 218 |
+
},
|
| 219 |
+
"Art Deco": {
|
| 220 |
+
"description": "Geometric patterns, bold colors, and luxurious materials in a symmetrical style",
|
| 221 |
+
"icon": "🏢",
|
| 222 |
+
"examples": "Works from the 1920s-30s, Chrysler Building, Tamara de Lempicka paintings"
|
| 223 |
+
},
|
| 224 |
+
"Baroque": {
|
| 225 |
+
"description": "Dramatic, ornate style with rich details, contrast, and dynamic composition",
|
| 226 |
+
"icon": "👑",
|
| 227 |
+
"examples": "Caravaggio, Rembrandt, Peter Paul Rubens"
|
| 228 |
+
},
|
| 229 |
+
"Ukiyo-e": {
|
| 230 |
+
"description": "Traditional Japanese woodblock print style with flat areas of color and strong outlines",
|
| 231 |
+
"icon": "🌊",
|
| 232 |
+
"examples": "Hokusai's Great Wave, Hiroshige's landscapes, traditional Japanese prints"
|
| 233 |
+
},
|
| 234 |
+
"Comic Book": {
|
| 235 |
+
"description": "Bold outlines, bright colors, and action-oriented composition like classic comics",
|
| 236 |
+
"icon": "💥",
|
| 237 |
+
"examples": "Jack Kirby, Steve Ditko, modern Marvel/DC art styles"
|
| 238 |
+
},
|
| 239 |
+
"Psychedelic": {
|
| 240 |
+
"description": "Vibrant, swirling colors with abstract patterns inspired by 1960s art",
|
| 241 |
+
"icon": "🌈",
|
| 242 |
+
"examples": "1960s concert posters, Peter Max, Alex Grey"
|
| 243 |
+
},
|
| 244 |
+
"Vaporwave": {
|
| 245 |
+
"description": "Glitch aesthetics with pastel colors, 80s/90s nostalgia and digital elements",
|
| 246 |
+
"icon": "📼",
|
| 247 |
+
"examples": "Retrowave aesthetics, 80s digital graphics, glitch art"
|
| 248 |
+
},
|
| 249 |
+
"Studio Ghibli": {
|
| 250 |
+
"description": "Whimsical, detailed animation style inspired by Japanese animated films",
|
| 251 |
+
"icon": "🐉",
|
| 252 |
+
"examples": "Spirited Away, My Neighbor Totoro, Howl's Moving Castle"
|
| 253 |
+
},
|
| 254 |
+
"Hyperrealism": {
|
| 255 |
+
"description": "Extremely detailed realism that exceeds photograph-like precision",
|
| 256 |
+
"icon": "🔍",
|
| 257 |
+
"examples": "Works by Roberto Bernardi, Denis Peterson, Gottfried Helnwein"
|
| 258 |
+
}
|
| 259 |
+
}
|
| 260 |
+
|
| 261 |
+
# Moods with icons and descriptions
|
| 262 |
+
MOODS = {
|
| 263 |
+
"Happy": {
|
| 264 |
+
"description": "Bright, cheerful atmosphere with warm colors",
|
| 265 |
+
"icon": "😊",
|
| 266 |
+
"color_palette": "Warm and vibrant colors: yellows, bright oranges, light blues"
|
| 267 |
+
},
|
| 268 |
+
"Sad": {
|
| 269 |
+
"description": "Melancholic atmosphere with muted colors",
|
| 270 |
+
"icon": "😢",
|
| 271 |
+
"color_palette": "Muted blues, grays, desaturated colors, cool tones"
|
| 272 |
+
},
|
| 273 |
+
"Mysterious": {
|
| 274 |
+
"description": "Enigmatic atmosphere with shadows and hidden elements",
|
| 275 |
+
"icon": "🔮",
|
| 276 |
+
"color_palette": "Deep purples, dark blues, hints of teal, selective lighting"
|
| 277 |
+
},
|
| 278 |
+
"Peaceful": {
|
| 279 |
+
"description": "Serene, calm atmosphere with gentle lighting",
|
| 280 |
+
"icon": "🕊️",
|
| 281 |
+
"color_palette": "Soft blues, gentle greens, pastel colors, balanced light"
|
| 282 |
+
},
|
| 283 |
+
"Tense": {
|
| 284 |
+
"description": "Suspenseful atmosphere with dramatic lighting",
|
| 285 |
+
"icon": "😰",
|
| 286 |
+
"color_palette": "High contrast, dark shadows, selective reds, strong highlights"
|
| 287 |
+
},
|
| 288 |
+
"Whimsical": {
|
| 289 |
+
"description": "Playful, imaginative atmosphere with fanciful elements",
|
| 290 |
+
"icon": "🦄",
|
| 291 |
+
"color_palette": "Pastels, candy colors, unexpected color combinations"
|
| 292 |
+
},
|
| 293 |
+
"Dark": {
|
| 294 |
+
"description": "Gloomy atmosphere with deep shadows and low lighting",
|
| 295 |
+
"icon": "🌑",
|
| 296 |
+
"color_palette": "Dark blues, blacks, deep greens, minimal highlights"
|
| 297 |
+
},
|
| 298 |
+
"Energetic": {
|
| 299 |
+
"description": "Dynamic, vibrant atmosphere with strong colors and movement",
|
| 300 |
+
"icon": "⚡",
|
| 301 |
+
"color_palette": "Saturated primary colors, bold contrasts, vibrant hues"
|
| 302 |
+
},
|
| 303 |
+
"Romantic": {
|
| 304 |
+
"description": "Soft, dreamy atmosphere with warm, gentle lighting",
|
| 305 |
+
"icon": "❤️",
|
| 306 |
+
"color_palette": "Soft pinks, gentle reds, golden highlights, warm tones"
|
| 307 |
+
},
|
| 308 |
+
"Epic": {
|
| 309 |
+
"description": "Grand, impressive atmosphere with dramatic scale and lighting",
|
| 310 |
+
"icon": "🏔️",
|
| 311 |
+
"color_palette": "Bold colors, dramatic contrast, atmospheric lighting, expansive scale"
|
| 312 |
+
}
|
| 313 |
+
}
|
| 314 |
+
|
| 315 |
+
# Example prompts with rich metadata
|
| 316 |
+
EXAMPLE_PROMPTS = [
|
| 317 |
+
{
|
| 318 |
+
"text": "A serene lake at sunset with mountains in the background and a small wooden boat floating nearby",
|
| 319 |
+
"thumbnail_desc": "Peaceful lake scene at sunset",
|
| 320 |
+
"creation_type": "Realistic Photo",
|
| 321 |
+
"art_style": "Photorealistic",
|
| 322 |
+
"mood": "Peaceful",
|
| 323 |
+
"tags": ["nature", "landscape", "water", "sunset"]
|
| 324 |
+
},
|
| 325 |
+
{
|
| 326 |
+
"text": "A futuristic cityscape with flying cars, neon lights, and tall skyscrapers under a night sky with two moons",
|
| 327 |
+
"thumbnail_desc": "Futuristic city with flying cars",
|
| 328 |
+
"creation_type": "Concept Art",
|
| 329 |
+
"art_style": "Cyberpunk",
|
| 330 |
+
"mood": "Mysterious",
|
| 331 |
+
"tags": ["scifi", "future", "urban", "night"]
|
| 332 |
+
},
|
| 333 |
+
{
|
| 334 |
+
"text": "A close-up portrait of an elderly craftsman with weathered hands working on an intricate wooden carving in his workshop",
|
| 335 |
+
"thumbnail_desc": "Elderly craftsman working with wood",
|
| 336 |
+
"creation_type": "Oil Painting",
|
| 337 |
+
"art_style": "Hyperrealism",
|
| 338 |
+
"mood": "Peaceful",
|
| 339 |
+
"tags": ["portrait", "craftsmanship", "elderly", "detail"]
|
| 340 |
+
},
|
| 341 |
+
{
|
| 342 |
+
"text": "A magical forest with glowing mushrooms, fairy lights, and a small cottage with smoke coming from the chimney",
|
| 343 |
+
"thumbnail_desc": "Magical forest with glowing elements",
|
| 344 |
+
"creation_type": "Fantasy Illustration",
|
| 345 |
+
"art_style": "Studio Ghibli",
|
| 346 |
+
"mood": "Whimsical",
|
| 347 |
+
"tags": ["fantasy", "forest", "magic", "cottage"]
|
| 348 |
+
},
|
| 349 |
+
{
|
| 350 |
+
"text": "A cybernetic samurai with glowing blue circuits standing in a rainy Tokyo street at night",
|
| 351 |
+
"thumbnail_desc": "Cybernetic samurai in rainy Tokyo",
|
| 352 |
+
"creation_type": "Digital Art",
|
| 353 |
+
"art_style": "Cyberpunk",
|
| 354 |
+
"mood": "Dark",
|
| 355 |
+
"tags": ["character", "cyberpunk", "samurai", "rain"]
|
| 356 |
+
},
|
| 357 |
+
{
|
| 358 |
+
"text": "A cute cat with dragon wings and tiny horns sleeping on a pile of gold coins",
|
| 359 |
+
"thumbnail_desc": "Cat with dragon features on gold",
|
| 360 |
+
"creation_type": "Fantasy Illustration",
|
| 361 |
+
"art_style": "Comic Book",
|
| 362 |
+
"mood": "Whimsical",
|
| 363 |
+
"tags": ["creature", "fantasy", "cute", "treasure"]
|
| 364 |
+
},
|
| 365 |
+
{
|
| 366 |
+
"text": "An ancient temple covered in vines and moss, partially sunken into a crystal-clear cenote in the jungle",
|
| 367 |
+
"thumbnail_desc": "Ancient temple in jungle cenote",
|
| 368 |
+
"creation_type": "Concept Art",
|
| 369 |
+
"art_style": "Photorealistic",
|
| 370 |
+
"mood": "Mysterious",
|
| 371 |
+
"tags": ["architecture", "ruins", "jungle", "water"]
|
| 372 |
+
},
|
| 373 |
+
{
|
| 374 |
+
"text": "A cozy coffee shop interior with rain falling outside the windows, soft lighting, and a few people reading books",
|
| 375 |
+
"thumbnail_desc": "Cozy rainy day in coffee shop",
|
| 376 |
+
"creation_type": "Digital Art",
|
| 377 |
+
"art_style": "Impressionist",
|
| 378 |
+
"mood": "Peaceful",
|
| 379 |
+
"tags": ["interior", "rainy", "cozy", "urban"]
|
| 380 |
+
}
|
| 381 |
+
]
|
| 382 |
+
|
| 383 |
+
# CSS for enhanced UI styling - Will be included in part 2
|
| 384 |
+
|
| 385 |
+
# =============== HELPER FUNCTIONS ===============
|
| 386 |
+
|
| 387 |
+
# Helper function to format dropdown choices with icons
|
| 388 |
+
def format_dropdown_choices(options_dict):
|
| 389 |
+
return [f"{options_dict[key].get('icon', '•')} {key}" for key in options_dict.keys()]
|
| 390 |
+
|
| 391 |
+
# Helper function to extract the key from formatted choice
|
| 392 |
+
def extract_key(formatted_choice):
|
| 393 |
+
# Skip the icon and space at the beginning
|
| 394 |
+
parts = formatted_choice.split(' ', 1)
|
| 395 |
+
if len(parts) > 1:
|
| 396 |
+
return parts[1]
|
| 397 |
+
return formatted_choice
|
| 398 |
+
|
| 399 |
+
# Function to load example prompt
|
| 400 |
+
def load_example(example_index):
|
| 401 |
+
if example_index < 0 or example_index >= len(EXAMPLE_PROMPTS):
|
| 402 |
+
return "", "", "", ""
|
| 403 |
+
|
| 404 |
+
example = EXAMPLE_PROMPTS[example_index]
|
| 405 |
+
creation = f"{CREATION_TYPES[example['creation_type']]['icon']} {example['creation_type']}"
|
| 406 |
+
art = f"{ART_STYLES[example['art_style']]['icon']} {example['art_style']}"
|
| 407 |
+
mood = f"{MOODS[example['mood']]['icon']} {example['mood']}"
|
| 408 |
+
|
| 409 |
+
return example["text"], creation, art, mood
|
| 410 |
+
|
| 411 |
+
# Get model key from formatted display name
|
| 412 |
+
def get_model_key(formatted_name):
|
| 413 |
+
# Extract display name without the icon
|
| 414 |
+
if ' ' in formatted_name:
|
| 415 |
+
display_name = formatted_name.split(' ', 1)[1]
|
| 416 |
+
# Find the corresponding key
|
| 417 |
+
for key, info in IMAGE_MODELS.items():
|
| 418 |
+
if info['display_name'] == display_name:
|
| 419 |
+
return key
|
| 420 |
+
return list(IMAGE_MODELS.keys())[0] # Default to first model if not found
|
| 421 |
+
|
| 422 |
+
# AI Image Creator: Enhanced UI and UX
|
| 423 |
+
# Part 2: Enhanced UI Components and Styling
|
| 424 |
+
|
| 425 |
+
# CSS for styling the interface - Comprehensive styling for modern UI
|
| 426 |
+
css = """
|
| 427 |
+
/* Main theme colors with CSS variables for better customization */
|
| 428 |
+
:root {
|
| 429 |
+
--primary-color: #4F46E5;
|
| 430 |
+
--primary-hover: #4338CA;
|
| 431 |
+
--secondary-color: #7C3AED;
|
| 432 |
+
--secondary-hover: #6D28D9;
|
| 433 |
+
--background-color: #F8FAFC;
|
| 434 |
+
--card-color: #FFFFFF;
|
| 435 |
+
--text-color: #1E293B;
|
| 436 |
+
--text-muted: #64748B;
|
| 437 |
+
--accent-color: #3B82F6;
|
| 438 |
+
--success-color: #10B981;
|
| 439 |
+
--success-hover: #059669;
|
| 440 |
+
--warning-color: #F59E0B;
|
| 441 |
+
--error-color: #EF4444;
|
| 442 |
+
--error-hover: #DC2626;
|
| 443 |
+
--border-color: #E2E8F0;
|
| 444 |
+
--border-hover: #CBD5E1;
|
| 445 |
+
--shadow-sm: 0 1px 2px 0 rgba(0, 0, 0, 0.05);
|
| 446 |
+
--shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.1), 0 2px 4px -1px rgba(0, 0, 0, 0.06);
|
| 447 |
+
--shadow-lg: 0 10px 15px -3px rgba(0, 0, 0, 0.1), 0 4px 6px -2px rgba(0, 0, 0, 0.05);
|
| 448 |
+
--radius-sm: 0.375rem;
|
| 449 |
+
--radius: 0.5rem;
|
| 450 |
+
--radius-lg: 0.75rem;
|
| 451 |
+
--radius-xl: 1rem;
|
| 452 |
+
--font-sans: 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
|
| 453 |
+
}
|
| 454 |
+
|
| 455 |
+
/* Global styles and resets */
|
| 456 |
+
body, html {
|
| 457 |
+
font-family: var(--font-sans);
|
| 458 |
+
color: var(--text-color);
|
| 459 |
+
background-color: var(--background-color);
|
| 460 |
+
line-height: 1.5;
|
| 461 |
+
margin: 0;
|
| 462 |
+
padding: 0;
|
| 463 |
+
}
|
| 464 |
+
|
| 465 |
+
/* Container with responsive padding */
|
| 466 |
+
.container {
|
| 467 |
+
max-width: 1400px;
|
| 468 |
+
margin: 0 auto;
|
| 469 |
+
padding: 1rem;
|
| 470 |
+
}
|
| 471 |
+
|
| 472 |
+
@media (max-width: 640px) {
|
| 473 |
+
.container {
|
| 474 |
+
padding: 0.5rem;
|
| 475 |
+
}
|
| 476 |
+
}
|
| 477 |
+
|
| 478 |
+
/* Card styling with elevation and hover effects */
|
| 479 |
+
.gr-panel {
|
| 480 |
+
border-radius: var(--radius) !important;
|
| 481 |
+
border: 1px solid var(--border-color) !important;
|
| 482 |
+
box-shadow: var(--shadow) !important;
|
| 483 |
+
overflow: hidden;
|
| 484 |
+
transition: transform 0.2s, box-shadow 0.2s;
|
| 485 |
+
background-color: var(--card-color) !important;
|
| 486 |
+
}
|
| 487 |
+
|
| 488 |
+
.gr-panel:hover {
|
| 489 |
+
transform: translateY(-2px);
|
| 490 |
+
box-shadow: var(--shadow-lg) !important;
|
| 491 |
+
}
|
| 492 |
+
|
| 493 |
+
/* Button styling with gradient and hover states */
|
| 494 |
+
button.primary {
|
| 495 |
+
background: linear-gradient(135deg, var(--primary-color), var(--secondary-color)) !important;
|
| 496 |
+
color: white !important;
|
| 497 |
+
border: none !important;
|
| 498 |
+
border-radius: var(--radius) !important;
|
| 499 |
+
font-weight: 600 !important;
|
| 500 |
+
letter-spacing: 0.025em !important;
|
| 501 |
+
padding: 0.75rem 1.5rem !important;
|
| 502 |
+
transition: all 0.3s ease !important;
|
| 503 |
+
box-shadow: var(--shadow-sm) !important;
|
| 504 |
+
outline: none !important;
|
| 505 |
+
text-transform: none !important;
|
| 506 |
+
}
|
| 507 |
+
|
| 508 |
+
button.primary:hover {
|
| 509 |
+
transform: translateY(-1px);
|
| 510 |
+
box-shadow: var(--shadow) !important;
|
| 511 |
+
opacity: 0.9;
|
| 512 |
+
}
|
| 513 |
+
|
| 514 |
+
button.primary:active {
|
| 515 |
+
transform: translateY(0);
|
| 516 |
+
opacity: 0.8;
|
| 517 |
+
}
|
| 518 |
+
|
| 519 |
+
button.primary[disabled], button.primary[disabled]:hover {
|
| 520 |
+
opacity: 0.5;
|
| 521 |
+
cursor: not-allowed;
|
| 522 |
+
transform: none;
|
| 523 |
+
}
|
| 524 |
+
|
| 525 |
+
/* Secondary button styling */
|
| 526 |
+
button.secondary {
|
| 527 |
+
background-color: transparent !important;
|
| 528 |
+
color: var(--primary-color) !important;
|
| 529 |
+
border: 1px solid var(--primary-color) !important;
|
| 530 |
+
border-radius: var(--radius) !important;
|
| 531 |
+
font-weight: 500 !important;
|
| 532 |
+
padding: 0.625rem 1.25rem !important;
|
| 533 |
+
transition: all 0.2s ease !important;
|
| 534 |
+
text-transform: none !important;
|
| 535 |
+
}
|
| 536 |
+
|
| 537 |
+
button.secondary:hover {
|
| 538 |
+
background-color: rgba(79, 70, 229, 0.05) !important;
|
| 539 |
+
border-color: var(--primary-hover) !important;
|
| 540 |
+
}
|
| 541 |
+
|
| 542 |
+
/* Style for the example buttons */
|
| 543 |
+
.example-button {
|
| 544 |
+
font-size: 0.875rem !important;
|
| 545 |
+
padding: 0.5rem 0.75rem !important;
|
| 546 |
+
background-color: transparent !important;
|
| 547 |
+
border: 1px solid var(--border-color) !important;
|
| 548 |
+
border-radius: var(--radius) !important;
|
| 549 |
+
transition: all 0.2s !important;
|
| 550 |
+
text-align: left !important;
|
| 551 |
+
justify-content: flex-start !important;
|
| 552 |
+
height: auto !important;
|
| 553 |
+
text-overflow: ellipsis;
|
| 554 |
+
overflow: hidden;
|
| 555 |
+
white-space: nowrap;
|
| 556 |
+
width: 100%;
|
| 557 |
+
color: var(--text-color) !important;
|
| 558 |
+
}
|
| 559 |
+
|
| 560 |
+
.example-button:hover {
|
| 561 |
+
background-color: rgba(79, 70, 229, 0.05) !important;
|
| 562 |
+
border-color: var(--primary-color) !important;
|
| 563 |
+
transform: translateY(-1px);
|
| 564 |
+
}
|
| 565 |
+
|
| 566 |
+
/* Form controls styling */
|
| 567 |
+
.gr-input, .gr-textarea, .gr-dropdown {
|
| 568 |
+
border-radius: var(--radius) !important;
|
| 569 |
+
border: 1px solid var(--border-color) !important;
|
| 570 |
+
transition: border-color 0.2s, box-shadow 0.2s !important;
|
| 571 |
+
font-family: var(--font-sans) !important;
|
| 572 |
+
color: var(--text-color) !important;
|
| 573 |
+
}
|
| 574 |
+
|
| 575 |
+
.gr-input:focus, .gr-textarea:focus, .gr-dropdown:focus-within {
|
| 576 |
+
border-color: var(--primary-color) !important;
|
| 577 |
+
box-shadow: 0 0 0 3px rgba(79, 70, 229, 0.2) !important;
|
| 578 |
+
outline: none !important;
|
| 579 |
+
}
|
| 580 |
+
|
| 581 |
+
.gr-form {
|
| 582 |
+
gap: 1rem !important;
|
| 583 |
+
}
|
| 584 |
+
|
| 585 |
+
.gr-input-label, .gr-dropdown-label, .gr-textarea-label, .gr-checkbox-label, .gr-radio-label {
|
| 586 |
+
font-size: 0.875rem !important;
|
| 587 |
+
font-weight: 500 !important;
|
| 588 |
+
color: var(--text-color) !important;
|
| 589 |
+
margin-bottom: 0.25rem !important;
|
| 590 |
+
}
|
| 591 |
+
|
| 592 |
+
/* Input placeholder styling */
|
| 593 |
+
.gr-input::placeholder, .gr-textarea::placeholder {
|
| 594 |
+
color: var(--text-muted) !important;
|
| 595 |
+
opacity: 0.7;
|
| 596 |
+
}
|
| 597 |
+
|
| 598 |
+
/* Input and textarea styling */
|
| 599 |
+
textarea, input[type="text"] {
|
| 600 |
+
border-radius: var(--radius) !important;
|
| 601 |
+
border: 1px solid var(--border-color) !important;
|
| 602 |
+
padding: 0.75rem 1rem !important;
|
| 603 |
+
transition: border-color 0.2s, box-shadow 0.2s !important;
|
| 604 |
+
font-family: var(--font-sans) !important;
|
| 605 |
+
}
|
| 606 |
+
|
| 607 |
+
textarea:focus, input[type="text"]:focus {
|
| 608 |
+
border-color: var(--primary-color) !important;
|
| 609 |
+
box-shadow: 0 0 0 3px rgba(79, 70, 229, 0.2) !important;
|
| 610 |
+
outline: none !important;
|
| 611 |
+
}
|
| 612 |
+
|
| 613 |
+
/* Dropdown styling */
|
| 614 |
+
.gr-dropdown {
|
| 615 |
+
border-radius: var(--radius) !important;
|
| 616 |
+
border: 1px solid var(--border-color) !important;
|
| 617 |
+
background-color: var(--card-color) !important;
|
| 618 |
+
}
|
| 619 |
+
|
| 620 |
+
.gr-dropdown > div {
|
| 621 |
+
border-radius: var(--radius) !important;
|
| 622 |
+
min-height: 38px !important;
|
| 623 |
+
}
|
| 624 |
+
|
| 625 |
+
.gr-dropdown > div > span {
|
| 626 |
+
font-size: 0.9375rem !important;
|
| 627 |
+
}
|
| 628 |
+
|
| 629 |
+
/* Dropdown menu styling */
|
| 630 |
+
.gr-dropdown ul {
|
| 631 |
+
background-color: var(--card-color) !important;
|
| 632 |
+
border: 1px solid var(--border-color) !important;
|
| 633 |
+
border-radius: var(--radius) !important;
|
| 634 |
+
box-shadow: var(--shadow) !important;
|
| 635 |
+
}
|
| 636 |
+
|
| 637 |
+
.gr-dropdown ul li {
|
| 638 |
+
padding: 0.5rem 0.75rem !important;
|
| 639 |
+
}
|
| 640 |
+
|
| 641 |
+
.gr-dropdown ul li:hover {
|
| 642 |
+
background-color: rgba(79, 70, 229, 0.05) !important;
|
| 643 |
+
}
|
| 644 |
+
|
| 645 |
+
/* Custom header with gradient background */
|
| 646 |
+
.app-header {
|
| 647 |
+
text-align: center;
|
| 648 |
+
padding: 1.75rem 1rem;
|
| 649 |
+
margin-bottom: 2rem;
|
| 650 |
+
background: linear-gradient(135deg, rgba(79, 70, 229, 0.08), rgba(124, 58, 237, 0.08));
|
| 651 |
+
border-radius: var(--radius-lg);
|
| 652 |
+
border-bottom: 3px solid var(--primary-color);
|
| 653 |
+
position: relative;
|
| 654 |
+
overflow: hidden;
|
| 655 |
+
}
|
| 656 |
+
|
| 657 |
+
.app-header::before {
|
| 658 |
+
content: '';
|
| 659 |
+
position: absolute;
|
| 660 |
+
top: -50px;
|
| 661 |
+
left: -50px;
|
| 662 |
+
right: -50px;
|
| 663 |
+
height: 100px;
|
| 664 |
+
background: linear-gradient(135deg, rgba(79, 70, 229, 0.2), rgba(124, 58, 237, 0.2));
|
| 665 |
+
transform: rotate(-5deg);
|
| 666 |
+
z-index: 0;
|
| 667 |
+
}
|
| 668 |
+
|
| 669 |
+
.app-header h1 {
|
| 670 |
+
font-size: 2.5rem !important;
|
| 671 |
+
font-weight: 800 !important;
|
| 672 |
+
background: linear-gradient(135deg, var(--primary-color), var(--secondary-color));
|
| 673 |
+
-webkit-background-clip: text;
|
| 674 |
+
-webkit-text-fill-color: transparent;
|
| 675 |
+
margin-bottom: 0.5rem !important;
|
| 676 |
+
position: relative;
|
| 677 |
+
z-index: 1;
|
| 678 |
+
}
|
| 679 |
+
|
| 680 |
+
.app-header p {
|
| 681 |
+
font-size: 1.25rem !important;
|
| 682 |
+
color: var(--text-color);
|
| 683 |
+
opacity: 0.8;
|
| 684 |
+
max-width: 40rem;
|
| 685 |
+
margin: 0 auto;
|
| 686 |
+
position: relative;
|
| 687 |
+
z-index: 1;
|
| 688 |
+
}
|
| 689 |
+
|
| 690 |
+
/* Responsive header */
|
| 691 |
+
@media (max-width: 640px) {
|
| 692 |
+
.app-header h1 {
|
| 693 |
+
font-size: 2rem !important;
|
| 694 |
+
}
|
| 695 |
+
|
| 696 |
+
.app-header p {
|
| 697 |
+
font-size: 1rem !important;
|
| 698 |
+
}
|
| 699 |
+
}
|
| 700 |
+
|
| 701 |
+
/* Examples gallery with grid layout */
|
| 702 |
+
.example-gallery {
|
| 703 |
+
display: grid;
|
| 704 |
+
grid-template-columns: repeat(auto-fill, minmax(140px, 1fr));
|
| 705 |
+
gap: 1rem;
|
| 706 |
+
margin: 1rem 0;
|
| 707 |
+
}
|
| 708 |
+
|
| 709 |
+
.example-item {
|
| 710 |
+
border-radius: var(--radius);
|
| 711 |
+
overflow: hidden;
|
| 712 |
+
cursor: pointer;
|
| 713 |
+
border: 2px solid transparent;
|
| 714 |
+
transition: all 0.2s;
|
| 715 |
+
display: flex;
|
| 716 |
+
flex-direction: column;
|
| 717 |
+
background-color: var(--card-color);
|
| 718 |
+
}
|
| 719 |
+
|
| 720 |
+
.example-item:hover {
|
| 721 |
+
transform: translateY(-2px);
|
| 722 |
+
border-color: var(--accent-color);
|
| 723 |
+
box-shadow: var(--shadow);
|
| 724 |
+
}
|
| 725 |
+
|
| 726 |
+
.example-item:active {
|
| 727 |
+
transform: translateY(0);
|
| 728 |
+
}
|
| 729 |
+
|
| 730 |
+
.example-item-image {
|
| 731 |
+
width: 100%;
|
| 732 |
+
aspect-ratio: 1;
|
| 733 |
+
background-color: #f0f0f0;
|
| 734 |
+
display: flex;
|
| 735 |
+
align-items: center;
|
| 736 |
+
justify-content: center;
|
| 737 |
+
color: var(--text-muted);
|
| 738 |
+
font-size: 1.5rem;
|
| 739 |
+
border-bottom: 1px solid var(--border-color);
|
| 740 |
+
}
|
| 741 |
+
|
| 742 |
+
.example-item-caption {
|
| 743 |
+
padding: 0.5rem;
|
| 744 |
+
font-size: 0.75rem;
|
| 745 |
+
line-height: 1.25;
|
| 746 |
+
color: var(--text-color);
|
| 747 |
+
overflow: hidden;
|
| 748 |
+
display: -webkit-box;
|
| 749 |
+
-webkit-line-clamp: 2;
|
| 750 |
+
-webkit-box-orient: vertical;
|
| 751 |
+
}
|
| 752 |
+
|
| 753 |
+
/* Loading indicator with animation */
|
| 754 |
+
.loading-indicator {
|
| 755 |
+
display: flex;
|
| 756 |
+
align-items: center;
|
| 757 |
+
justify-content: center;
|
| 758 |
+
height: 100%;
|
| 759 |
+
width: 100%;
|
| 760 |
+
position: absolute;
|
| 761 |
+
top: 0;
|
| 762 |
+
left: 0;
|
| 763 |
+
background-color: rgba(255, 255, 255, 0.8);
|
| 764 |
+
z-index: 1000;
|
| 765 |
+
backdrop-filter: blur(2px);
|
| 766 |
+
border-radius: var(--radius);
|
| 767 |
+
}
|
| 768 |
+
|
| 769 |
+
.spinner {
|
| 770 |
+
width: 40px;
|
| 771 |
+
height: 40px;
|
| 772 |
+
border: 4px solid rgba(79, 70, 229, 0.2);
|
| 773 |
+
border-radius: 50%;
|
| 774 |
+
border-top-color: var(--primary-color);
|
| 775 |
+
animation: spin 1s linear infinite;
|
| 776 |
+
}
|
| 777 |
+
|
| 778 |
+
@keyframes spin {
|
| 779 |
+
to {
|
| 780 |
+
transform: rotate(360deg);
|
| 781 |
+
}
|
| 782 |
+
}
|
| 783 |
+
|
| 784 |
+
/* Info cards with subtle styling */
|
| 785 |
+
.info-card {
|
| 786 |
+
background-color: var(--card-color);
|
| 787 |
+
border-radius: var(--radius);
|
| 788 |
+
padding: 1rem;
|
| 789 |
+
border: 1px solid var(--border-color);
|
| 790 |
+
margin-bottom: 1rem;
|
| 791 |
+
transition: all 0.2s;
|
| 792 |
+
}
|
| 793 |
+
|
| 794 |
+
.info-card:hover {
|
| 795 |
+
border-color: var(--border-hover);
|
| 796 |
+
box-shadow: var(--shadow-sm);
|
| 797 |
+
}
|
| 798 |
+
|
| 799 |
+
.info-card h3 {
|
| 800 |
+
margin-top: 0;
|
| 801 |
+
margin-bottom: 0.5rem;
|
| 802 |
+
font-size: 1rem;
|
| 803 |
+
font-weight: 600;
|
| 804 |
+
color: var(--primary-color);
|
| 805 |
+
display: flex;
|
| 806 |
+
align-items: center;
|
| 807 |
+
gap: 0.5rem;
|
| 808 |
+
}
|
| 809 |
+
|
| 810 |
+
.info-card p {
|
| 811 |
+
margin: 0;
|
| 812 |
+
font-size: 0.875rem;
|
| 813 |
+
color: var(--text-muted);
|
| 814 |
+
line-height: 1.5;
|
| 815 |
+
}
|
| 816 |
+
|
| 817 |
+
/* Model info panel with branded styling */
|
| 818 |
+
.model-info {
|
| 819 |
+
background-color: rgba(79, 70, 229, 0.05);
|
| 820 |
+
border-left: 3px solid var(--primary-color);
|
| 821 |
+
padding: 0.75rem 1rem;
|
| 822 |
+
border-radius: 0 var(--radius) var(--radius) 0;
|
| 823 |
+
margin: 1rem 0;
|
| 824 |
+
}
|
| 825 |
+
|
| 826 |
+
.model-info h3 {
|
| 827 |
+
display: flex;
|
| 828 |
+
align-items: center;
|
| 829 |
+
gap: 0.5rem;
|
| 830 |
+
margin-top: 0;
|
| 831 |
+
margin-bottom: 0.5rem;
|
| 832 |
+
font-size: 1rem;
|
| 833 |
+
font-weight: 600;
|
| 834 |
+
color: var(--primary-color);
|
| 835 |
+
}
|
| 836 |
+
|
| 837 |
+
.model-info p {
|
| 838 |
+
margin: 0 0 0.5rem 0;
|
| 839 |
+
font-size: 0.875rem;
|
| 840 |
+
color: var(--text-color);
|
| 841 |
+
}
|
| 842 |
+
|
| 843 |
+
.model-info .model-id {
|
| 844 |
+
font-size: 0.75rem;
|
| 845 |
+
color: var(--text-muted);
|
| 846 |
+
font-family: monospace;
|
| 847 |
+
background-color: rgba(0, 0, 0, 0.03);
|
| 848 |
+
padding: 0.25rem 0.5rem;
|
| 849 |
+
border-radius: 4px;
|
| 850 |
+
margin-top: 0.5rem;
|
| 851 |
+
word-break: break-all;
|
| 852 |
+
}
|
| 853 |
+
|
| 854 |
+
/* Parameter pills for displaying selections */
|
| 855 |
+
.parameter-pill {
|
| 856 |
+
display: inline-flex;
|
| 857 |
+
align-items: center;
|
| 858 |
+
background-color: rgba(79, 70, 229, 0.1);
|
| 859 |
+
color: var(--primary-color);
|
| 860 |
+
border-radius: 16px;
|
| 861 |
+
padding: 0.25rem 0.75rem;
|
| 862 |
+
margin-right: 0.5rem;
|
| 863 |
+
margin-bottom: 0.5rem;
|
| 864 |
+
font-size: 0.75rem;
|
| 865 |
+
font-weight: 500;
|
| 866 |
+
user-select: none;
|
| 867 |
+
}
|
| 868 |
+
|
| 869 |
+
.parameter-pill .icon {
|
| 870 |
+
margin-right: 0.25rem;
|
| 871 |
+
}
|
| 872 |
+
|
| 873 |
+
/* Badge for showing model speed/quality */
|
| 874 |
+
.badge {
|
| 875 |
+
display: inline-flex;
|
| 876 |
+
align-items: center;
|
| 877 |
+
justify-content: center;
|
| 878 |
+
border-radius: 9999px;
|
| 879 |
+
padding: 0.125rem 0.5rem;
|
| 880 |
+
font-size: 0.75rem;
|
| 881 |
+
font-weight: 500;
|
| 882 |
+
margin-left: 0.5rem;
|
| 883 |
+
}
|
| 884 |
+
|
| 885 |
+
.badge-success {
|
| 886 |
+
background-color: rgba(16, 185, 129, 0.1);
|
| 887 |
+
color: var(--success-color);
|
| 888 |
+
}
|
| 889 |
+
|
| 890 |
+
.badge-warning {
|
| 891 |
+
background-color: rgba(245, 158, 11, 0.1);
|
| 892 |
+
color: var(--warning-color);
|
| 893 |
+
}
|
| 894 |
+
|
| 895 |
+
.badge-error {
|
| 896 |
+
background-color: rgba(239, 68, 68, 0.1);
|
| 897 |
+
color: var(--error-color);
|
| 898 |
+
}
|
| 899 |
+
|
| 900 |
+
.badge-info {
|
| 901 |
+
background-color: rgba(59, 130, 246, 0.1);
|
| 902 |
+
color: var(--accent-color);
|
| 903 |
+
}
|
| 904 |
+
|
| 905 |
+
/* Enhanced accordion styling */
|
| 906 |
+
.gr-accordion {
|
| 907 |
+
border: 1px solid var(--border-color) !important;
|
| 908 |
+
border-radius: var(--radius) !important;
|
| 909 |
+
margin-bottom: 1rem !important;
|
| 910 |
+
overflow: hidden;
|
| 911 |
+
}
|
| 912 |
+
|
| 913 |
+
.gr-accordion > div:first-child {
|
| 914 |
+
padding: 0.75rem 1rem !important;
|
| 915 |
+
background-color: rgba(0, 0, 0, 0.02) !important;
|
| 916 |
+
font-weight: 600 !important;
|
| 917 |
+
color: var(--text-color) !important;
|
| 918 |
+
font-size: 0.9375rem !important;
|
| 919 |
+
}
|
| 920 |
+
|
| 921 |
+
.gr-accordion > div:last-child {
|
| 922 |
+
padding: 1rem !important;
|
| 923 |
+
}
|
| 924 |
+
|
| 925 |
+
/* Tooltip styling */
|
| 926 |
+
.tooltip {
|
| 927 |
+
position: relative;
|
| 928 |
+
display: inline-block;
|
| 929 |
+
cursor: help;
|
| 930 |
+
}
|
| 931 |
+
|
| 932 |
+
.tooltip .tooltiptext {
|
| 933 |
+
visibility: hidden;
|
| 934 |
+
width: 200px;
|
| 935 |
+
background-color: var(--text-color);
|
| 936 |
+
color: white;
|
| 937 |
+
text-align: center;
|
| 938 |
+
border-radius: var(--radius-sm);
|
| 939 |
+
padding: 0.5rem 0.75rem;
|
| 940 |
+
position: absolute;
|
| 941 |
+
z-index: 1000;
|
| 942 |
+
bottom: 125%;
|
| 943 |
+
left: 50%;
|
| 944 |
+
transform: translateX(-50%);
|
| 945 |
+
opacity: 0;
|
| 946 |
+
transition: opacity 0.3s;
|
| 947 |
+
font-size: 0.75rem;
|
| 948 |
+
box-shadow: var(--shadow);
|
| 949 |
+
pointer-events: none;
|
| 950 |
+
}
|
| 951 |
+
|
| 952 |
+
.tooltip .tooltiptext::after {
|
| 953 |
+
content: "";
|
| 954 |
+
position: absolute;
|
| 955 |
+
top: 100%;
|
| 956 |
+
left: 50%;
|
| 957 |
+
margin-left: -5px;
|
| 958 |
+
border-width: 5px;
|
| 959 |
+
border-style: solid;
|
| 960 |
+
border-color: var(--text-color) transparent transparent transparent;
|
| 961 |
+
}
|
| 962 |
+
|
| 963 |
+
.tooltip:hover .tooltiptext {
|
| 964 |
+
visibility: visible;
|
| 965 |
+
opacity: 1;
|
| 966 |
+
}
|
| 967 |
+
|
| 968 |
+
/* History item styling */
|
| 969 |
+
.history-item {
|
| 970 |
+
display: flex;
|
| 971 |
+
align-items: center;
|
| 972 |
+
padding: 0.75rem;
|
| 973 |
+
border-radius: var(--radius);
|
| 974 |
+
margin-bottom: 0.75rem;
|
| 975 |
+
background-color: var(--card-color);
|
| 976 |
+
border: 1px solid var(--border-color);
|
| 977 |
+
cursor: pointer;
|
| 978 |
+
transition: all 0.2s;
|
| 979 |
+
}
|
| 980 |
+
|
| 981 |
+
.history-item:hover {
|
| 982 |
+
background-color: rgba(79, 70, 229, 0.05);
|
| 983 |
+
transform: translateY(-1px);
|
| 984 |
+
}
|
| 985 |
+
|
| 986 |
+
.history-item-image {
|
| 987 |
+
width: 48px;
|
| 988 |
+
height: 48px;
|
| 989 |
+
border-radius: var(--radius-sm);
|
| 990 |
+
object-fit: cover;
|
| 991 |
+
margin-right: 0.75rem;
|
| 992 |
+
background-color: #f0f0f0;
|
| 993 |
+
display: flex;
|
| 994 |
+
align-items: center;
|
| 995 |
+
justify-content: center;
|
| 996 |
+
color: var(--text-muted);
|
| 997 |
+
font-size: 1.25rem;
|
| 998 |
+
}
|
| 999 |
+
|
| 1000 |
+
.history-item-content {
|
| 1001 |
+
flex: 1;
|
| 1002 |
+
overflow: hidden;
|
| 1003 |
+
}
|
| 1004 |
+
|
| 1005 |
+
.history-item-title {
|
| 1006 |
+
margin: 0;
|
| 1007 |
+
font-size: 0.875rem;
|
| 1008 |
+
font-weight: 500;
|
| 1009 |
+
white-space: nowrap;
|
| 1010 |
+
overflow: hidden;
|
| 1011 |
+
text-overflow: ellipsis;
|
| 1012 |
+
color: var(--text-color);
|
| 1013 |
+
}
|
| 1014 |
+
|
| 1015 |
+
.history-item-subtitle {
|
| 1016 |
+
margin: 0;
|
| 1017 |
+
font-size: 0.75rem;
|
| 1018 |
+
color: var(--text-muted);
|
| 1019 |
+
margin-top: 0.25rem;
|
| 1020 |
+
}
|
| 1021 |
+
|
| 1022 |
+
/* Tabs styling */
|
| 1023 |
+
.tabs {
|
| 1024 |
+
display: flex;
|
| 1025 |
+
border-bottom: 1px solid var(--border-color);
|
| 1026 |
+
margin-bottom: 1rem;
|
| 1027 |
+
}
|
| 1028 |
+
|
| 1029 |
+
.tab {
|
| 1030 |
+
padding: 0.75rem 1rem;
|
| 1031 |
+
cursor: pointer;
|
| 1032 |
+
border-bottom: 2px solid transparent;
|
| 1033 |
+
font-weight: 500;
|
| 1034 |
+
font-size: 0.9375rem;
|
| 1035 |
+
color: var(--text-muted);
|
| 1036 |
+
transition: all 0.2s;
|
| 1037 |
+
}
|
| 1038 |
+
|
| 1039 |
+
.tab:hover {
|
| 1040 |
+
color: var(--primary-color);
|
| 1041 |
+
}
|
| 1042 |
+
|
| 1043 |
+
.tab.active {
|
| 1044 |
+
color: var(--primary-color);
|
| 1045 |
+
border-bottom-color: var(--primary-color);
|
| 1046 |
+
}
|
| 1047 |
+
|
| 1048 |
+
/* Progress bar */
|
| 1049 |
+
.progress-container {
|
| 1050 |
+
width: 100%;
|
| 1051 |
+
height: 8px;
|
| 1052 |
+
background-color: rgba(79, 70, 229, 0.1);
|
| 1053 |
+
border-radius: 4px;
|
| 1054 |
+
overflow: hidden;
|
| 1055 |
+
margin: 0.5rem 0;
|
| 1056 |
+
}
|
| 1057 |
+
|
| 1058 |
+
.progress-bar {
|
| 1059 |
+
height: 100%;
|
| 1060 |
+
background: linear-gradient(to right, var(--primary-color), var(--secondary-color));
|
| 1061 |
+
width: 0%;
|
| 1062 |
+
transition: width 0.3s ease;
|
| 1063 |
+
border-radius: 4px;
|
| 1064 |
+
}
|
| 1065 |
+
|
| 1066 |
+
/* Image output container */
|
| 1067 |
+
.image-output-container {
|
| 1068 |
+
position: relative;
|
| 1069 |
+
border-radius: var(--radius);
|
| 1070 |
+
overflow: hidden;
|
| 1071 |
+
transition: all 0.2s;
|
| 1072 |
+
background-color: #f5f5f5;
|
| 1073 |
+
min-height: 300px;
|
| 1074 |
+
}
|
| 1075 |
+
|
| 1076 |
+
.image-output-container img {
|
| 1077 |
+
width: 100%;
|
| 1078 |
+
display: block;
|
| 1079 |
+
border-radius: var(--radius);
|
| 1080 |
+
}
|
| 1081 |
+
|
| 1082 |
+
.image-placeholder {
|
| 1083 |
+
position: absolute;
|
| 1084 |
+
top: 0;
|
| 1085 |
+
left: 0;
|
| 1086 |
+
width: 100%;
|
| 1087 |
+
height: 100%;
|
| 1088 |
+
display: flex;
|
| 1089 |
+
flex-direction: column;
|
| 1090 |
+
align-items: center;
|
| 1091 |
+
justify-content: center;
|
| 1092 |
+
color: var(--text-muted);
|
| 1093 |
+
font-size: 1rem;
|
| 1094 |
+
text-align: center;
|
| 1095 |
+
padding: 1rem;
|
| 1096 |
+
}
|
| 1097 |
+
|
| 1098 |
+
.image-placeholder .icon {
|
| 1099 |
+
font-size: 3rem;
|
| 1100 |
+
margin-bottom: 1rem;
|
| 1101 |
+
opacity: 0.6;
|
| 1102 |
+
}
|
| 1103 |
+
|
| 1104 |
+
/* Image controls overlay */
|
| 1105 |
+
.image-controls {
|
| 1106 |
+
position: absolute;
|
| 1107 |
+
bottom: 0;
|
| 1108 |
+
left: 0;
|
| 1109 |
+
right: 0;
|
| 1110 |
+
padding: 0.75rem;
|
| 1111 |
+
background: linear-gradient(to top, rgba(0,0,0,0.7), rgba(0,0,0,0));
|
| 1112 |
+
display: flex;
|
| 1113 |
+
justify-content: flex-end;
|
| 1114 |
+
opacity: 0;
|
| 1115 |
+
transition: opacity 0.2s;
|
| 1116 |
+
}
|
| 1117 |
+
|
| 1118 |
+
.image-output-container:hover .image-controls {
|
| 1119 |
+
opacity: 1;
|
| 1120 |
+
}
|
| 1121 |
+
|
| 1122 |
+
.image-control-button {
|
| 1123 |
+
background-color: rgba(255, 255, 255, 0.9);
|
| 1124 |
+
border: none;
|
| 1125 |
+
border-radius: 50%;
|
| 1126 |
+
width: 36px;
|
| 1127 |
+
height: 36px;
|
| 1128 |
+
display: flex;
|
| 1129 |
+
align-items: center;
|
| 1130 |
+
justify-content: center;
|
| 1131 |
+
cursor: pointer;
|
| 1132 |
+
margin-left: 0.5rem;
|
| 1133 |
+
color: var(--text-color);
|
| 1134 |
+
transition: all 0.2s;
|
| 1135 |
+
}
|
| 1136 |
+
|
| 1137 |
+
.image-control-button:hover {
|
| 1138 |
+
background-color: white;
|
| 1139 |
+
transform: translateY(-2px);
|
| 1140 |
+
box-shadow: var(--shadow);
|
| 1141 |
+
}
|
| 1142 |
+
|
| 1143 |
+
/* Character counter */
|
| 1144 |
+
.character-counter {
|
| 1145 |
+
text-align: right;
|
| 1146 |
+
font-size: 0.75rem;
|
| 1147 |
+
color: var(--text-muted);
|
| 1148 |
+
margin-top: 0.25rem;
|
| 1149 |
+
transition: color 0.2s;
|
| 1150 |
+
}
|
| 1151 |
+
|
| 1152 |
+
.character-counter.warning {
|
| 1153 |
+
color: var(--warning-color);
|
| 1154 |
+
}
|
| 1155 |
+
|
| 1156 |
+
.character-counter.error {
|
| 1157 |
+
color: var(--error-color);
|
| 1158 |
+
}
|
| 1159 |
+
|
| 1160 |
+
/* Status message */
|
| 1161 |
+
.status-message {
|
| 1162 |
+
padding: 0.75rem 1rem;
|
| 1163 |
+
border-radius: var(--radius);
|
| 1164 |
+
margin: 1rem 0;
|
| 1165 |
+
font-size: 0.875rem;
|
| 1166 |
+
display: flex;
|
| 1167 |
+
align-items: center;
|
| 1168 |
+
}
|
| 1169 |
+
|
| 1170 |
+
.status-message .icon {
|
| 1171 |
+
margin-right: 0.75rem;
|
| 1172 |
+
font-size: 1.25rem;
|
| 1173 |
+
}
|
| 1174 |
+
|
| 1175 |
+
.status-success {
|
| 1176 |
+
background-color: rgba(16, 185, 129, 0.1);
|
| 1177 |
+
color: var(--success-color);
|
| 1178 |
+
border-left: 3px solid var(--success-color);
|
| 1179 |
+
}
|
| 1180 |
+
|
| 1181 |
+
.status-error {
|
| 1182 |
+
background-color: rgba(239, 68, 68, 0.1);
|
| 1183 |
+
color: var(--error-color);
|
| 1184 |
+
border-left: 3px solid var(--error-color);
|
| 1185 |
+
}
|
| 1186 |
+
|
| 1187 |
+
.status-warning {
|
| 1188 |
+
background-color: rgba(245, 158, 11, 0.1);
|
| 1189 |
+
color: var(--warning-color);
|
| 1190 |
+
border-left: 3px solid var(--warning-color);
|
| 1191 |
+
}
|
| 1192 |
+
|
| 1193 |
+
.status-info {
|
| 1194 |
+
background-color: rgba(59, 130, 246, 0.1);
|
| 1195 |
+
color: var(--accent-color);
|
| 1196 |
+
border-left: 3px solid var(--accent-color);
|
| 1197 |
+
}
|
| 1198 |
+
|
| 1199 |
+
/* Responsive adjustments */
|
| 1200 |
+
@media (max-width: 768px) {
|
| 1201 |
+
.example-gallery {
|
| 1202 |
+
grid-template-columns: repeat(auto-fill, minmax(110px, 1fr));
|
| 1203 |
+
}
|
| 1204 |
+
|
| 1205 |
+
.gr-panel {
|
| 1206 |
+
padding: 0.75rem !important;
|
| 1207 |
+
}
|
| 1208 |
+
|
| 1209 |
+
.gr-accordion > div:first-child {
|
| 1210 |
+
padding: 0.625rem 0.75rem !important;
|
| 1211 |
+
}
|
| 1212 |
+
|
| 1213 |
+
.gr-accordion > div:last-child {
|
| 1214 |
+
padding: 0.75rem !important;
|
| 1215 |
+
}
|
| 1216 |
+
|
| 1217 |
+
button.primary {
|
| 1218 |
+
padding: 0.625rem 1.25rem !important;
|
| 1219 |
+
}
|
| 1220 |
+
}
|
| 1221 |
+
"""
|
| 1222 |
+
|
| 1223 |
+
# =============== ENHANCED UI COMPONENTS ===============
|
| 1224 |
+
|
| 1225 |
+
# Function to create and show application UI
|
| 1226 |
+
def create_ui():
|
| 1227 |
+
with gr.Blocks(title="AI Image Creator", css=css) as interface:
|
| 1228 |
+
# Custom header with branding
|
| 1229 |
+
with gr.Row(elem_classes="app-header"):
|
| 1230 |
+
with gr.Column():
|
| 1231 |
+
gr.HTML("""
|
| 1232 |
+
<h1>🎨 AI Image Creator</h1>
|
| 1233 |
+
<p>Transform your ideas into stunning images with AI-powered text-to-image generation</p>
|
| 1234 |
+
""")
|
| 1235 |
+
|
| 1236 |
+
# Main content area
|
| 1237 |
+
with gr.Row(equal_height=False):
|
| 1238 |
+
# Left column - Input controls
|
| 1239 |
+
with gr.Column(scale=1, min_width=380):
|
| 1240 |
+
# Description input with character counter
|
| 1241 |
+
with gr.Group(elem_classes="input-group"):
|
| 1242 |
+
description_input = gr.Textbox(
|
| 1243 |
+
label="Describe what you want to see",
|
| 1244 |
+
placeholder="Be detailed and specific about colors, composition, lighting, and subject...",
|
| 1245 |
+
lines=4,
|
| 1246 |
+
max_lines=8,
|
| 1247 |
+
elem_id="description-input"
|
| 1248 |
+
)
|
| 1249 |
+
|
| 1250 |
+
# Character counter with dynamic updates
|
| 1251 |
+
char_counter = gr.HTML(
|
| 1252 |
+
value="<div class='character-counter'>0 characters</div>",
|
| 1253 |
+
elem_classes="char-counter-container"
|
| 1254 |
+
)
|
| 1255 |
+
|
| 1256 |
+
# Creation settings with enhanced dropdowns
|
| 1257 |
+
with gr.Group(elem_classes="settings-group"):
|
| 1258 |
+
gr.HTML("<h3 style='margin-top: 0; font-size: 1rem; margin-bottom: 0.75rem;'>🛠️ Image Settings</h3>")
|
| 1259 |
+
|
| 1260 |
+
# Creation Type and Art Style in one row
|
| 1261 |
+
with gr.Row():
|
| 1262 |
+
# Creation type dropdown with icons
|
| 1263 |
+
creation_type = gr.Dropdown(
|
| 1264 |
+
choices=format_dropdown_choices(CREATION_TYPES),
|
| 1265 |
+
value=f"{CREATION_TYPES['Digital Art']['icon']} Digital Art",
|
| 1266 |
+
label="Creation Type",
|
| 1267 |
+
elem_classes="enhanced-dropdown"
|
| 1268 |
+
)
|
| 1269 |
+
|
| 1270 |
+
# Art style dropdown with icons
|
| 1271 |
+
art_style = gr.Dropdown(
|
| 1272 |
+
choices=format_dropdown_choices(ART_STYLES),
|
| 1273 |
+
value=f"{ART_STYLES['Photorealistic']['icon']} Photorealistic",
|
| 1274 |
+
label="Art Style",
|
| 1275 |
+
elem_classes="enhanced-dropdown"
|
| 1276 |
+
)
|
| 1277 |
+
|
| 1278 |
+
# Mood and Model in one row
|
| 1279 |
+
with gr.Row():
|
| 1280 |
+
# Mood dropdown with icons
|
| 1281 |
+
mood_dropdown = gr.Dropdown(
|
| 1282 |
+
choices=format_dropdown_choices(MOODS),
|
| 1283 |
+
value=f"{MOODS['Peaceful']['icon']} Peaceful",
|
| 1284 |
+
label="Mood",
|
| 1285 |
+
elem_classes="enhanced-dropdown"
|
| 1286 |
+
)
|
| 1287 |
+
|
| 1288 |
+
# Model selector with display names
|
| 1289 |
+
formatted_models = [f"{info['icon']} {info['display_name']}" for model_key, info in IMAGE_MODELS.items()]
|
| 1290 |
+
model_selector = gr.Dropdown(
|
| 1291 |
+
choices=formatted_models,
|
| 1292 |
+
value=f"{IMAGE_MODELS['stabilityai/stable-diffusion-xl-base-1.0']['icon']} {IMAGE_MODELS['stabilityai/stable-diffusion-xl-base-1.0']['display_name']}",
|
| 1293 |
+
label="Model",
|
| 1294 |
+
elem_classes="enhanced-dropdown"
|
| 1295 |
+
)
|
| 1296 |
+
|
| 1297 |
+
# Examples gallery with clear visual structure
|
| 1298 |
+
with gr.Group(elem_classes="examples-group"):
|
| 1299 |
+
gr.HTML("<h3 style='margin-top: 0; font-size: 1rem; margin-bottom: 0.75rem;'>🌟 Try an example:</h3>")
|
| 1300 |
+
|
| 1301 |
+
# Gallery of examples
|
| 1302 |
+
with gr.Row(elem_classes="example-gallery"):
|
| 1303 |
+
for i, example in enumerate(EXAMPLE_PROMPTS):
|
| 1304 |
+
with gr.Column(elem_classes="example-item"):
|
| 1305 |
+
# Example card with visual element and caption
|
| 1306 |
+
example_card = gr.Button(
|
| 1307 |
+
example["thumbnail_desc"],
|
| 1308 |
+
elem_classes="example-button"
|
| 1309 |
+
)
|
| 1310 |
+
|
| 1311 |
+
# Event handler for example selection
|
| 1312 |
+
example_card.click(
|
| 1313 |
+
fn=lambda idx=i: load_example(idx),
|
| 1314 |
+
outputs=[description_input, creation_type, art_style, mood_dropdown]
|
| 1315 |
+
)
|
| 1316 |
+
|
| 1317 |
+
# Information panels for selected options
|
| 1318 |
+
with gr.Group(elem_classes="info-panels"):
|
| 1319 |
+
# Creation type info
|
| 1320 |
+
creation_info = gr.HTML(value="", elem_classes="option-info")
|
| 1321 |
+
|
| 1322 |
+
# Art style info
|
| 1323 |
+
art_info = gr.HTML(value="", elem_classes="option-info")
|
| 1324 |
+
|
| 1325 |
+
# Model info panel
|
| 1326 |
+
model_info = gr.HTML(value="", elem_classes="option-info")
|
| 1327 |
+
|
| 1328 |
+
# Generate button with clear call to action
|
| 1329 |
+
with gr.Group(elem_classes="action-group"):
|
| 1330 |
+
# Generate button with progress indicator
|
| 1331 |
+
generate_button = gr.Button(
|
| 1332 |
+
"✨ Generate Image",
|
| 1333 |
+
variant="primary",
|
| 1334 |
+
elem_classes="primary",
|
| 1335 |
+
elem_id="generate-button"
|
| 1336 |
+
)
|
| 1337 |
+
|
| 1338 |
+
# Generation status message
|
| 1339 |
+
generation_status = gr.HTML(value="", elem_classes="generation-status")
|
| 1340 |
+
|
| 1341 |
+
# Tips section in collapsible accordion
|
| 1342 |
+
with gr.Accordion("📝 Tips for better results", open=True):
|
| 1343 |
+
gr.HTML("""
|
| 1344 |
+
<div class="tips-container">
|
| 1345 |
+
<h3>Tips for better results:</h3>
|
| 1346 |
+
<ul>
|
| 1347 |
+
<li><strong>Be specific and detailed</strong> - Include information about subjects, environment, lighting, colors, perspective, time of day, etc.</li>
|
| 1348 |
+
<li><strong>Use descriptive adjectives</strong> - Words like "vibrant", "moody", "ethereal", "weathered" help set the tone.</li>
|
| 1349 |
+
<li><strong>Experiment with art styles</strong> - Different styles can dramatically change the look and feel.</li>
|
| 1350 |
+
<li><strong>Combine with the right model</strong> - SDXL provides the highest quality but takes longer.</li>
|
| 1351 |
+
<li><strong>Think about composition</strong> - Mention foreground/background elements and their relationships.</li>
|
| 1352 |
+
</ul>
|
| 1353 |
+
</div>
|
| 1354 |
+
""")
|
| 1355 |
+
|
| 1356 |
+
# Right column - Output display
|
| 1357 |
+
with gr.Column(scale=1, min_width=480):
|
| 1358 |
+
# Image display area with placeholder
|
| 1359 |
+
with gr.Group(elem_classes="output-container"):
|
| 1360 |
+
# Output image with interactive elements
|
| 1361 |
+
image_output = gr.Image(
|
| 1362 |
+
label="Generated Image",
|
| 1363 |
+
elem_id="image-output",
|
| 1364 |
+
type="pil",
|
| 1365 |
+
height=512
|
| 1366 |
+
)
|
| 1367 |
+
|
| 1368 |
+
# Image generation details
|
| 1369 |
+
with gr.Accordion("Image Details", open=True):
|
| 1370 |
+
parameters_display = gr.HTML(value="")
|
| 1371 |
+
|
| 1372 |
+
# Enhanced prompt display
|
| 1373 |
+
with gr.Accordion("Enhanced Prompt", open=False):
|
| 1374 |
+
prompt_output = gr.Textbox(
|
| 1375 |
+
label="AI-Enhanced Prompt Used",
|
| 1376 |
+
lines=5,
|
| 1377 |
+
elem_id="prompt-output",
|
| 1378 |
+
elem_classes="prompt-display"
|
| 1379 |
+
)
|
| 1380 |
+
|
| 1381 |
+
# Technical details for advanced users
|
| 1382 |
+
with gr.Accordion("Technical Details", open=False):
|
| 1383 |
+
technical_info = gr.HTML("""
|
| 1384 |
+
<div class="technical-info">
|
| 1385 |
+
<h4>How Image Generation Works</h4>
|
| 1386 |
+
<p>Images are generated using Stable Diffusion, a latent text-to-image diffusion model. Your text prompt is:
|
| 1387 |
+
<ol>
|
| 1388 |
+
<li>Enhanced with AI to add descriptive details and quality terms</li>
|
| 1389 |
+
<li>Processed through a neural network that gradually transforms random noise into an image</li>
|
| 1390 |
+
<li>Refined based on the parameters you select (model, style, mood)</li>
|
| 1391 |
+
</ol>
|
| 1392 |
+
</p>
|
| 1393 |
+
<p>Different models have different strengths:
|
| 1394 |
+
<ul>
|
| 1395 |
+
<li><strong>SDXL 1.0</strong>: Highest quality, best composition and details</li>
|
| 1396 |
+
<li><strong>SD 1.5</strong>: Faster generation, good for general purpose</li>
|
| 1397 |
+
<li><strong>SD 2.1</strong>: Better with human faces, improved consistency</li>
|
| 1398 |
+
<li><strong>OpenJourney</strong>: Midjourney-like stylized artistic results</li>
|
| 1399 |
+
<li><strong>Dreamlike</strong>: Dreamy, ethereal aesthetic with artistic flair</li>
|
| 1400 |
+
</ul>
|
| 1401 |
+
</p>
|
| 1402 |
+
</div>
|
| 1403 |
+
""")
|
| 1404 |
+
|
| 1405 |
+
# Set up event handlers within the Blocks context
|
| 1406 |
+
description_input.change(
|
| 1407 |
+
fn=update_char_count,
|
| 1408 |
+
inputs=description_input,
|
| 1409 |
+
outputs=char_counter
|
| 1410 |
+
)
|
| 1411 |
+
|
| 1412 |
+
creation_type.change(
|
| 1413 |
+
fn=update_creation_info,
|
| 1414 |
+
inputs=creation_type,
|
| 1415 |
+
outputs=creation_info
|
| 1416 |
+
)
|
| 1417 |
+
|
| 1418 |
+
art_style.change(
|
| 1419 |
+
fn=update_art_style_info,
|
| 1420 |
+
inputs=art_style,
|
| 1421 |
+
outputs=art_info
|
| 1422 |
+
)
|
| 1423 |
+
|
| 1424 |
+
model_selector.change(
|
| 1425 |
+
fn=update_model_info,
|
| 1426 |
+
inputs=model_selector,
|
| 1427 |
+
outputs=model_info
|
| 1428 |
+
)
|
| 1429 |
+
|
| 1430 |
+
generate_button.click(
|
| 1431 |
+
fn=generate_with_status,
|
| 1432 |
+
inputs=[
|
| 1433 |
+
description_input,
|
| 1434 |
+
creation_type,
|
| 1435 |
+
art_style,
|
| 1436 |
+
mood_dropdown,
|
| 1437 |
+
model_selector
|
| 1438 |
+
],
|
| 1439 |
+
outputs=[
|
| 1440 |
+
image_output,
|
| 1441 |
+
generation_status,
|
| 1442 |
+
prompt_output,
|
| 1443 |
+
parameters_display
|
| 1444 |
+
]
|
| 1445 |
+
)
|
| 1446 |
+
|
| 1447 |
+
# Load default values on page load
|
| 1448 |
+
interface.load(
|
| 1449 |
+
fn=lambda: (
|
| 1450 |
+
update_creation_info(f"{CREATION_TYPES['Digital Art']['icon']} Digital Art"),
|
| 1451 |
+
update_art_style_info(f"{ART_STYLES['Photorealistic']['icon']} Photorealistic"),
|
| 1452 |
+
update_model_info(f"{IMAGE_MODELS['stabilityai/stable-diffusion-xl-base-1.0']['icon']} {IMAGE_MODELS['stabilityai/stable-diffusion-xl-base-1.0']['display_name']}")
|
| 1453 |
+
),
|
| 1454 |
+
outputs=[creation_info, art_info, model_info]
|
| 1455 |
+
)
|
| 1456 |
+
|
| 1457 |
+
return interface, description_input, creation_type, art_style, mood_dropdown, model_selector, generate_button, image_output, generation_status, prompt_output, parameters_display, char_counter, creation_info, art_info, model_info
|
| 1458 |
+
|
| 1459 |
+
# Helper function to update character count with color coding
|
| 1460 |
+
def update_char_count(text):
|
| 1461 |
+
count = len(text)
|
| 1462 |
+
if count == 0:
|
| 1463 |
+
color_class = ""
|
| 1464 |
+
elif count < 20:
|
| 1465 |
+
color_class = "warning"
|
| 1466 |
+
elif count > 300:
|
| 1467 |
+
color_class = "warning"
|
| 1468 |
+
elif count > 500:
|
| 1469 |
+
color_class = "error"
|
| 1470 |
+
else:
|
| 1471 |
+
color_class = ""
|
| 1472 |
+
|
| 1473 |
+
return f"<div class='character-counter {color_class}'>{count} characters</div>"
|
| 1474 |
+
|
| 1475 |
+
# Helper function to update creation type info
|
| 1476 |
+
def update_creation_info(choice):
|
| 1477 |
+
key = extract_key(choice)
|
| 1478 |
+
if key in CREATION_TYPES:
|
| 1479 |
+
info = CREATION_TYPES[key]
|
| 1480 |
+
return f"""<div class="info-card">
|
| 1481 |
+
<h3>{info['icon']} {key}</h3>
|
| 1482 |
+
<p>{info['description']}</p>
|
| 1483 |
+
<p style="margin-top: 0.5rem; font-style: italic; opacity: 0.8;">💡 {info['prompt_hint']}</p>
|
| 1484 |
+
</div>"""
|
| 1485 |
+
return ""
|
| 1486 |
+
|
| 1487 |
+
# Helper function to update art style info
|
| 1488 |
+
def update_art_style_info(choice):
|
| 1489 |
+
key = extract_key(choice)
|
| 1490 |
+
if key in ART_STYLES:
|
| 1491 |
+
info = ART_STYLES[key]
|
| 1492 |
+
return f"""<div class="info-card">
|
| 1493 |
+
<h3>{info['icon']} {key}</h3>
|
| 1494 |
+
<p>{info['description']}</p>
|
| 1495 |
+
<p style="margin-top: 0.5rem; font-style: italic; opacity: 0.8;">🎨 Examples: {info['examples']}</p>
|
| 1496 |
+
</div>"""
|
| 1497 |
+
return ""
|
| 1498 |
+
|
| 1499 |
+
# Helper function to update model info
|
| 1500 |
+
def update_model_info(formatted_choice):
|
| 1501 |
+
# Extract display name without the icon
|
| 1502 |
+
if ' ' in formatted_choice:
|
| 1503 |
+
display_name = formatted_choice.split(' ', 1)[1]
|
| 1504 |
+
# Find the corresponding key and info
|
| 1505 |
+
for key, info in IMAGE_MODELS.items():
|
| 1506 |
+
if info['display_name'] == display_name:
|
| 1507 |
+
# Create speed badge
|
| 1508 |
+
speed_badge = ""
|
| 1509 |
+
if info.get('speed') == 'fast':
|
| 1510 |
+
speed_badge = '<span class="badge badge-success">Fast</span>'
|
| 1511 |
+
elif info.get('speed') == 'medium':
|
| 1512 |
+
speed_badge = '<span class="badge badge-warning">Medium</span>'
|
| 1513 |
+
elif info.get('speed') == 'slow':
|
| 1514 |
+
speed_badge = '<span class="badge badge-error">Slower</span>'
|
| 1515 |
+
|
| 1516 |
+
# Create quality badge
|
| 1517 |
+
quality_badge = ""
|
| 1518 |
+
if info.get('quality') == 'excellent':
|
| 1519 |
+
quality_badge = '<span class="badge badge-success">Excellent Quality</span>'
|
| 1520 |
+
elif info.get('quality') == 'very good':
|
| 1521 |
+
quality_badge = '<span class="badge badge-success">Very Good Quality</span>'
|
| 1522 |
+
elif info.get('quality') == 'good':
|
| 1523 |
+
quality_badge = '<span class="badge badge-info">Good Quality</span>'
|
| 1524 |
+
elif info.get('quality') == 'stylized':
|
| 1525 |
+
quality_badge = '<span class="badge badge-info">Stylized</span>'
|
| 1526 |
+
elif info.get('quality') == 'artistic':
|
| 1527 |
+
quality_badge = '<span class="badge badge-info">Artistic</span>'
|
| 1528 |
+
|
| 1529 |
+
return f"""<div class="model-info">
|
| 1530 |
+
<h3>{info['icon']} {info['display_name']} {speed_badge} {quality_badge}</h3>
|
| 1531 |
+
<p>{info['description']}</p>
|
| 1532 |
+
<div class="model-id">{key}</div>
|
| 1533 |
+
</div>"""
|
| 1534 |
+
return ""
|
| 1535 |
+
|
| 1536 |
+
# Helper function to update status message
|
| 1537 |
+
def update_status(message, is_error=False, is_warning=False, is_info=False):
|
| 1538 |
+
if is_error:
|
| 1539 |
+
status_class = "status-error"
|
| 1540 |
+
icon = "❌"
|
| 1541 |
+
elif is_warning:
|
| 1542 |
+
status_class = "status-warning"
|
| 1543 |
+
icon = "⚠️"
|
| 1544 |
+
elif is_info:
|
| 1545 |
+
status_class = "status-info"
|
| 1546 |
+
icon = "ℹ️"
|
| 1547 |
+
else:
|
| 1548 |
+
status_class = "status-success"
|
| 1549 |
+
icon = "✅"
|
| 1550 |
+
|
| 1551 |
+
return f"""<div class="status-message {status_class}">
|
| 1552 |
+
<span class="icon">{icon}</span>
|
| 1553 |
+
<span>{message}</span>
|
| 1554 |
+
</div>"""
|
| 1555 |
+
|
| 1556 |
+
# Helper function to format parameters display as pills
|
| 1557 |
+
def format_parameters(creation_type_val, art_style_val, mood_val, model_name):
|
| 1558 |
+
creation_key = extract_key(creation_type_val)
|
| 1559 |
+
art_key = extract_key(art_style_val)
|
| 1560 |
+
mood_key = extract_key(mood_val)
|
| 1561 |
+
|
| 1562 |
+
# Get model info
|
| 1563 |
+
model_display_name = "Unknown Model"
|
| 1564 |
+
model_id = ""
|
| 1565 |
+
model_icon = "🤖"
|
| 1566 |
+
for key, info in IMAGE_MODELS.items():
|
| 1567 |
+
if f"{info['icon']} {info['display_name']}" == model_name:
|
| 1568 |
+
model_display_name = info['display_name']
|
| 1569 |
+
model_id = key
|
| 1570 |
+
model_icon = info['icon']
|
| 1571 |
+
break
|
| 1572 |
+
|
| 1573 |
+
html = """<div style="margin-bottom: 1rem;">
|
| 1574 |
+
<div style="font-weight: 500; margin-bottom: 0.75rem;">Generated with these parameters:</div>
|
| 1575 |
+
<div style="display: flex; flex-wrap: wrap; gap: 0.5rem;">"""
|
| 1576 |
+
|
| 1577 |
+
# Add creation type pill
|
| 1578 |
+
if creation_key in CREATION_TYPES:
|
| 1579 |
+
html += f"""<div class="parameter-pill">
|
| 1580 |
+
<span class="icon">{CREATION_TYPES[creation_key]['icon']}</span> {creation_key}
|
| 1581 |
+
</div>"""
|
| 1582 |
+
|
| 1583 |
+
# Add art style pill
|
| 1584 |
+
if art_key in ART_STYLES:
|
| 1585 |
+
html += f"""<div class="parameter-pill">
|
| 1586 |
+
<span class="icon">{ART_STYLES[art_key]['icon']}</span> {art_key}
|
| 1587 |
+
</div>"""
|
| 1588 |
+
|
| 1589 |
+
# Add mood pill
|
| 1590 |
+
if mood_key in MOODS:
|
| 1591 |
+
html += f"""<div class="parameter-pill">
|
| 1592 |
+
<span class="icon">{MOODS[mood_key]['icon']}</span> {mood_key}
|
| 1593 |
+
</div>"""
|
| 1594 |
+
|
| 1595 |
+
# Add model pill
|
| 1596 |
+
html += f"""<div class="parameter-pill">
|
| 1597 |
+
<span class="icon">{model_icon}</span> {model_display_name}
|
| 1598 |
+
</div>"""
|
| 1599 |
+
|
| 1600 |
+
# Close container
|
| 1601 |
+
html += """</div>
|
| 1602 |
+
<div style="margin-top: 1rem; font-size: 0.75rem; color: var(--text-muted);">
|
| 1603 |
+
Image generated on {timestamp}
|
| 1604 |
+
</div>
|
| 1605 |
+
</div>""".replace("{timestamp}", time.strftime("%Y-%m-%d at %H:%M:%S"))
|
| 1606 |
+
|
| 1607 |
+
return html
|
| 1608 |
+
|
| 1609 |
+
# AI Image Creator: Enhanced UI and UX
|
| 1610 |
+
# Part 3: Processing Logic, Prompt Enhancement, and Application Flow
|
| 1611 |
+
|
| 1612 |
+
# =============== PROMPT ENHANCEMENT LOGIC ===============
|
| 1613 |
+
|
| 1614 |
+
# Function to enhance prompt with Llama 4 with improved logical understanding
|
| 1615 |
+
def enhance_prompt_with_llama(user_input, creation_type, art_style, mood):
|
| 1616 |
+
"""
|
| 1617 |
+
Enhance user input with Llama 4 model to create detailed image generation prompts
|
| 1618 |
+
|
| 1619 |
+
Args:
|
| 1620 |
+
user_input (str): User's original description
|
| 1621 |
+
creation_type (str): Selected creation type (e.g., "Digital Art")
|
| 1622 |
+
art_style (str): Selected art style (e.g., "Photorealistic")
|
| 1623 |
+
mood (str): Selected mood (e.g., "Peaceful")
|
| 1624 |
+
|
| 1625 |
+
Returns:
|
| 1626 |
+
str: Enhanced prompt optimized for image generation
|
| 1627 |
+
"""
|
| 1628 |
+
try:
|
| 1629 |
+
if not use_llama or llama_client is None:
|
| 1630 |
+
logger.warning("Llama enhancement not available, using fallback")
|
| 1631 |
+
return enhance_prompt_fallback(user_input, creation_type, art_style, mood)
|
| 1632 |
+
|
| 1633 |
+
logger.info(f"Enhancing prompt with Llama 4 for creation type: {creation_type}, art style: {art_style}")
|
| 1634 |
+
|
| 1635 |
+
# Enhanced Llama 4 system prompt with detailed instructions
|
| 1636 |
+
system_prompt = """You are a world-class prompt engineer who specializes in creating detailed, effective prompts for text-to-image AI models.
|
| 1637 |
+
|
| 1638 |
+
Your task is to transform a user's simple description into a comprehensive, detailed image generation prompt that will create stunning visuals. Consider all the provided elements (description, creation type, art style, mood) and combine them into a cohesive, detailed prompt.
|
| 1639 |
+
|
| 1640 |
+
MOST IMPORTANTLY - ADD LOGICAL DETAILS:
|
| 1641 |
+
- Analyze what the user wants and add logical details that would make the scene realistic or coherent
|
| 1642 |
+
- If describing something fantastical (e.g., "flying cat"), add logical details about how this could work (e.g., "a cat with majestic feathered wings spread wide")
|
| 1643 |
+
- Think about environment, lighting, perspective, time of day, weather, and other contextual elements
|
| 1644 |
+
- Create a vivid, imaginable scene with spatial relationships clearly defined
|
| 1645 |
+
|
| 1646 |
+
PROMPT STRUCTURE GUIDELINES:
|
| 1647 |
+
1. Start with the core subject and its primary characteristics
|
| 1648 |
+
2. Add environment and setting details
|
| 1649 |
+
3. Describe lighting, atmosphere, and mood
|
| 1650 |
+
4. Include specific visual style and artistic technique references
|
| 1651 |
+
5. Add technical quality terms (8K, detailed, masterful, etc.)
|
| 1652 |
+
|
| 1653 |
+
FORMAT YOUR RESPONSE AS A SINGLE PARAGRAPH with no additional comments, explanations, or bullet points. Use natural language without awkward comma separations. Aim for 75-150 words.
|
| 1654 |
+
|
| 1655 |
+
AVOID:
|
| 1656 |
+
- Do not include quotation marks in your response
|
| 1657 |
+
- Do not preface with "here's a prompt" or similar text
|
| 1658 |
+
- Do not use placeholders
|
| 1659 |
+
- Do not add negative prompts
|
| 1660 |
+
- Do not write in list format or use bullet points
|
| 1661 |
+
|
| 1662 |
+
Respond only with the enhanced prompt and nothing else."""
|
| 1663 |
+
|
| 1664 |
+
# Get creation type description
|
| 1665 |
+
creation_info = CREATION_TYPES.get(creation_type, {"description": "Create a detailed image", "icon": "🎨"})
|
| 1666 |
+
creation_description = creation_info["description"]
|
| 1667 |
+
|
| 1668 |
+
# Get art style description
|
| 1669 |
+
style_info = ART_STYLES.get(art_style, {"description": "with detailed and professional quality", "icon": "🖌️"})
|
| 1670 |
+
style_description = style_info["description"]
|
| 1671 |
+
|
| 1672 |
+
# Get mood description
|
| 1673 |
+
mood_info = MOODS.get(mood, {"description": "atmospheric", "icon": "✨"})
|
| 1674 |
+
mood_description = mood_info["description"]
|
| 1675 |
+
|
| 1676 |
+
# Prepare the user prompt for Llama
|
| 1677 |
+
user_prompt = f"""Description: {user_input}
|
| 1678 |
+
Creation Type: {creation_type} - {creation_description}
|
| 1679 |
+
Art Style: {art_style} - {style_description}
|
| 1680 |
+
Mood: {mood} - {mood_description}
|
| 1681 |
+
|
| 1682 |
+
Please create a comprehensive, detailed image generation prompt that combines all these elements."""
|
| 1683 |
+
|
| 1684 |
+
try:
|
| 1685 |
+
# Request enhancement from Llama 4
|
| 1686 |
+
completion = llama_client.chat.completions.create(
|
| 1687 |
+
model="meta-llama/Llama-4-Scout-17B-16E-Instruct",
|
| 1688 |
+
messages=[
|
| 1689 |
+
{"role": "system", "content": system_prompt},
|
| 1690 |
+
{"role": "user", "content": user_prompt}
|
| 1691 |
+
],
|
| 1692 |
+
max_tokens=500,
|
| 1693 |
+
temperature=0.7, # Slight creativity while maintaining coherence
|
| 1694 |
+
)
|
| 1695 |
+
enhanced = completion.choices[0].message.content
|
| 1696 |
+
logger.info(f"Llama 4 enhanced prompt: {enhanced[:100]}...")
|
| 1697 |
+
return enhanced if enhanced else user_input
|
| 1698 |
+
except Exception as e:
|
| 1699 |
+
logger.error(f"Error during Llama enhancement: {str(e)}")
|
| 1700 |
+
return enhance_prompt_fallback(user_input, creation_type, art_style, mood)
|
| 1701 |
+
except Exception as e:
|
| 1702 |
+
logger.error(f"Error in Llama enhancement: {str(e)}")
|
| 1703 |
+
return enhance_prompt_fallback(user_input, creation_type, art_style, mood)
|
| 1704 |
+
|
| 1705 |
+
# Fallback prompt enhancement without Llama
|
| 1706 |
+
def enhance_prompt_fallback(user_input, creation_type, art_style, mood):
|
| 1707 |
+
"""
|
| 1708 |
+
Enhance user input without requiring Llama API using rule-based enhancement
|
| 1709 |
+
|
| 1710 |
+
Args:
|
| 1711 |
+
user_input (str): User's original description
|
| 1712 |
+
creation_type (str): Selected creation type (e.g., "Digital Art")
|
| 1713 |
+
art_style (str): Selected art style (e.g., "Photorealistic")
|
| 1714 |
+
mood (str): Selected mood (e.g., "Peaceful")
|
| 1715 |
+
|
| 1716 |
+
Returns:
|
| 1717 |
+
str: Enhanced prompt using predefined rules and templates
|
| 1718 |
+
"""
|
| 1719 |
+
logger.info(f"Using fallback enhancement for: {user_input[:50]}...")
|
| 1720 |
+
|
| 1721 |
+
# Quality terms by creation type
|
| 1722 |
+
quality_terms = {
|
| 1723 |
+
"Realistic Photo": [
|
| 1724 |
+
"photorealistic", "high resolution", "detailed",
|
| 1725 |
+
"natural lighting", "sharp focus", "professional photography",
|
| 1726 |
+
"crisp details", "realistic textures", "DSLR photo"
|
| 1727 |
+
],
|
| 1728 |
+
"Digital Art": [
|
| 1729 |
+
"vibrant colors", "clean lines", "digital illustration",
|
| 1730 |
+
"polished", "professional digital art", "detailed rendering",
|
| 1731 |
+
"digital painting", "colorful", "vector-like precision"
|
| 1732 |
+
],
|
| 1733 |
+
"Fantasy Illustration": [
|
| 1734 |
+
"magical atmosphere", "fantasy art", "detailed illustration",
|
| 1735 |
+
"epic", "otherworldly", "imaginative scene",
|
| 1736 |
+
"fantasy environment", "magical lighting", "mythical qualities"
|
| 1737 |
+
],
|
| 1738 |
+
"Concept Art": [
|
| 1739 |
+
"professional concept art", "detailed design", "conceptual illustration",
|
| 1740 |
+
"industry standard", "visual development", "production artwork",
|
| 1741 |
+
"concept design", "detailed environment", "character design"
|
| 1742 |
+
],
|
| 1743 |
+
"Anime/Manga": [
|
| 1744 |
+
"anime style", "manga illustration", "cel shaded",
|
| 1745 |
+
"Japanese animation", "2D character art", "anime aesthetic",
|
| 1746 |
+
"clean linework", "anime proportions", "stylized features"
|
| 1747 |
+
],
|
| 1748 |
+
"Oil Painting": [
|
| 1749 |
+
"oil on canvas", "textured brushwork", "rich colors",
|
| 1750 |
+
"traditional painting", "artistic brushstrokes", "gallery quality",
|
| 1751 |
+
"glazed layers", "impasto technique", "classical painting style"
|
| 1752 |
+
],
|
| 1753 |
+
"Watercolor": [
|
| 1754 |
+
"watercolor painting", "soft color bleeding", "delicate washes",
|
| 1755 |
+
"transparent layers", "loose brushwork", "gentle transitions",
|
| 1756 |
+
"watercolor paper texture", "wet-on-wet technique", "fluid color blending"
|
| 1757 |
+
],
|
| 1758 |
+
"Sketch": [
|
| 1759 |
+
"detailed sketch", "pencil drawing", "line art",
|
| 1760 |
+
"hand-drawn", "fine details", "shading techniques",
|
| 1761 |
+
"graphite", "charcoal texture", "gestural lines"
|
| 1762 |
+
],
|
| 1763 |
+
"3D Rendering": [
|
| 1764 |
+
"3D render", "volumetric lighting", "ray tracing",
|
| 1765 |
+
"3D modeling", "realistic textures", "computer graphics",
|
| 1766 |
+
"physically based rendering", "global illumination", "ambient occlusion"
|
| 1767 |
+
],
|
| 1768 |
+
"Pixel Art": [
|
| 1769 |
+
"pixel art", "8-bit style", "retro game aesthetic",
|
| 1770 |
+
"limited color palette", "pixelated", "nostalgic game art",
|
| 1771 |
+
"16-bit look", "pixel perfect", "dithering effects"
|
| 1772 |
+
]
|
| 1773 |
+
}
|
| 1774 |
+
|
| 1775 |
+
# Style modifiers for different art styles - more detailed descriptions
|
| 1776 |
+
style_modifiers = {
|
| 1777 |
+
"Photorealistic": "highly detailed photorealistic style with perfect lighting, natural shadows, and lifelike textures",
|
| 1778 |
+
"Impressionist": "impressionist style with visible brushstrokes capturing light and atmosphere over precise details, reminiscent of Claude Monet",
|
| 1779 |
+
"Surrealist": "surrealist style with dreamlike and impossible elements, juxtaposed reality, inspired by Salvador Dali",
|
| 1780 |
+
"Pop Art": "pop art style with bold colors, sharp lines, halftone patterns and cultural references, like Andy Warhol",
|
| 1781 |
+
"Minimalist": "minimalist style with simplified forms, limited color palette, clean composition, and essential elements only",
|
| 1782 |
+
"Abstract": "abstract style using non-representational shapes, colors, and forms to express emotion rather than reality",
|
| 1783 |
+
"Cubist": "cubist style with geometric forms, multiple perspectives shown simultaneously, fractured surfaces, like Pablo Picasso",
|
| 1784 |
+
"Art Nouveau": "art nouveau style with ornate flowing lines inspired by natural forms, decorative elegance, and organic shapes",
|
| 1785 |
+
"Gothic": "gothic style with dark atmosphere, dramatic elements, pointed arches, and medieval-inspired architecture",
|
| 1786 |
+
"Cyberpunk": "cyberpunk style with neon colors, high tech low life aesthetic, futuristic technology, and urban decay",
|
| 1787 |
+
"Steampunk": "steampunk style with Victorian aesthetics, brass machinery, steam-powered technology, and retrofuturistic design",
|
| 1788 |
+
"Retro/Vintage": "retro style with nostalgic elements from past decades, aged texture, and period-appropriate colors and design",
|
| 1789 |
+
"Art Deco": "art deco style with geometric patterns, bold colors, symmetry, luxurious materials, and streamlined forms",
|
| 1790 |
+
"Baroque": "baroque style with dramatic lighting, rich details, contrast, dynamic composition, and ornate decorations",
|
| 1791 |
+
"Ukiyo-e": "ukiyo-e style Japanese woodblock print aesthetic with flat areas of color, strong outlines, and traditional subjects",
|
| 1792 |
+
"Comic Book": "comic book style with bold outlines, vibrant colors, dynamic action poses, and expressive characters",
|
| 1793 |
+
"Psychedelic": "psychedelic style with vibrant swirling colors, abstract patterns, distorted perspective, and 1960s-inspired visuals",
|
| 1794 |
+
"Vaporwave": "vaporwave aesthetic with glitch art, pastel colors, 80s/90s nostalgia, ancient statues, and digital elements",
|
| 1795 |
+
"Studio Ghibli": "Studio Ghibli anime style with whimsical detailed environments, soft colors, and charming character design",
|
| 1796 |
+
"Hyperrealism": "hyperrealistic style with extreme detail beyond photography, perfect textures, and meticulous precision"
|
| 1797 |
+
}
|
| 1798 |
+
|
| 1799 |
+
# Mood modifiers for different moods - enhanced descriptions
|
| 1800 |
+
mood_modifiers = {
|
| 1801 |
+
"Happy": "bright cheerful atmosphere with warm golden lighting, vibrant colors, and uplifting elements",
|
| 1802 |
+
"Sad": "melancholic atmosphere with muted colors, soft shadows, and somber emotional tone",
|
| 1803 |
+
"Mysterious": "enigmatic atmosphere with shadows, fog, hidden elements, and dramatic lighting contrasts",
|
| 1804 |
+
"Peaceful": "serene calm atmosphere with gentle lighting, soft colors, and tranquil composition",
|
| 1805 |
+
"Tense": "suspenseful atmosphere with dramatic lighting, stark contrasts, and unsettling composition",
|
| 1806 |
+
"Whimsical": "playful whimsical atmosphere with imaginative elements, saturated colors, and fantastical details",
|
| 1807 |
+
"Dark": "dark gloomy atmosphere with deep shadows, limited lighting, and ominous elements",
|
| 1808 |
+
"Energetic": "dynamic vibrant atmosphere with strong colors, motion effects, and active composition",
|
| 1809 |
+
"Romantic": "soft romantic atmosphere with dreamy lighting, gentle colors, and intimate ambiance",
|
| 1810 |
+
"Epic": "grand epic atmosphere with dramatic scale, sweeping vistas, and majestic lighting"
|
| 1811 |
+
}
|
| 1812 |
+
|
| 1813 |
+
# Get terms for the specific creation type, or use generic terms
|
| 1814 |
+
type_terms = quality_terms.get(creation_type, [
|
| 1815 |
+
"high quality", "detailed", "professional", "masterful", "high resolution", "sharp details"
|
| 1816 |
+
])
|
| 1817 |
+
|
| 1818 |
+
# Common quality terms enhanced with trending and technical terms
|
| 1819 |
+
common_terms = [
|
| 1820 |
+
"8K resolution", "highly detailed", "professional", "masterpiece",
|
| 1821 |
+
"trending on artstation", "award winning", "stunning", "intricate details",
|
| 1822 |
+
"perfect composition", "cinematic lighting"
|
| 1823 |
+
]
|
| 1824 |
+
|
| 1825 |
+
# Get style modifier
|
| 1826 |
+
style_modifier = style_modifiers.get(art_style, "detailed professional style")
|
| 1827 |
+
|
| 1828 |
+
# Get mood modifier
|
| 1829 |
+
mood_modifier = mood_modifiers.get(mood, "atmospheric")
|
| 1830 |
+
|
| 1831 |
+
# Basic prompt structure - core subject and style elements
|
| 1832 |
+
prompt_parts = [
|
| 1833 |
+
user_input,
|
| 1834 |
+
style_modifier,
|
| 1835 |
+
mood_modifier
|
| 1836 |
+
]
|
| 1837 |
+
|
| 1838 |
+
# Add randomly selected quality terms for variety
|
| 1839 |
+
selected_type_terms = random.sample(type_terms, min(3, len(type_terms)))
|
| 1840 |
+
selected_common_terms = random.sample(common_terms, min(3, len(common_terms)))
|
| 1841 |
+
|
| 1842 |
+
# Combine terms
|
| 1843 |
+
quality_description = ", ".join(selected_type_terms + selected_common_terms)
|
| 1844 |
+
|
| 1845 |
+
# Final enhanced prompt
|
| 1846 |
+
enhanced_prompt = f"{', '.join(prompt_parts)}, {quality_description}"
|
| 1847 |
+
|
| 1848 |
+
logger.info(f"Fallback enhanced prompt: {enhanced_prompt[:100]}...")
|
| 1849 |
+
return enhanced_prompt
|
| 1850 |
+
|
| 1851 |
+
# =============== IMAGE GENERATION FUNCTIONS ===============
|
| 1852 |
+
|
| 1853 |
+
# Generate image function with loading state handling and retry mechanism
|
| 1854 |
+
def generate_image(description, creation_type, art_style, mood, model_name, retries=1):
|
| 1855 |
+
"""
|
| 1856 |
+
Generate image based on user inputs by enhancing prompt and calling image model API
|
| 1857 |
+
|
| 1858 |
+
Args:
|
| 1859 |
+
description (str): User's original description
|
| 1860 |
+
creation_type (str): Selected creation type
|
| 1861 |
+
art_style (str): Selected art style
|
| 1862 |
+
mood (str): Selected mood
|
| 1863 |
+
model_name (str): Model identifier
|
| 1864 |
+
retries (int): Number of retries if generation fails
|
| 1865 |
+
|
| 1866 |
+
Returns:
|
| 1867 |
+
tuple: (image, status_message, enhanced_prompt)
|
| 1868 |
+
"""
|
| 1869 |
+
try:
|
| 1870 |
+
# Validate input
|
| 1871 |
+
if not description.strip():
|
| 1872 |
+
return None, "Please enter a description for your image", ""
|
| 1873 |
+
|
| 1874 |
+
logger.info(f"Generating image with model: {model_name}")
|
| 1875 |
+
|
| 1876 |
+
# Enhance prompt with Llama or fallback
|
| 1877 |
+
enhanced_prompt = enhance_prompt_with_llama(description, creation_type, art_style, mood)
|
| 1878 |
+
|
| 1879 |
+
# Validate client availability
|
| 1880 |
+
if hf_client is None:
|
| 1881 |
+
logger.error("Hugging Face client not available")
|
| 1882 |
+
return None, "Error: Unable to connect to image generation service. Please try again later.", enhanced_prompt
|
| 1883 |
+
|
| 1884 |
+
# Add negative prompt to avoid common issues
|
| 1885 |
+
negative_prompt = "low quality, blurry, distorted, deformed, disfigured, bad anatomy, watermark, signature, text, poorly drawn, amateur, ugly"
|
| 1886 |
+
|
| 1887 |
+
try:
|
| 1888 |
+
# Generate image with progress tracking
|
| 1889 |
+
logger.info(f"Sending request to model {model_name} with prompt: {enhanced_prompt[:100]}...")
|
| 1890 |
+
|
| 1891 |
+
# Log start time for performance tracking
|
| 1892 |
+
start_time = time.time()
|
| 1893 |
+
|
| 1894 |
+
# Generate the image
|
| 1895 |
+
image = hf_client.text_to_image(
|
| 1896 |
+
prompt=enhanced_prompt,
|
| 1897 |
+
model=model_name,
|
| 1898 |
+
negative_prompt=negative_prompt
|
| 1899 |
+
)
|
| 1900 |
+
|
| 1901 |
+
# Calculate generation time
|
| 1902 |
+
generation_time = time.time() - start_time
|
| 1903 |
+
logger.info(f"Image generated successfully in {generation_time:.2f} seconds")
|
| 1904 |
+
|
| 1905 |
+
# Success message with generation details
|
| 1906 |
+
if use_llama:
|
| 1907 |
+
enhancement_method = "Llama 4 AI"
|
| 1908 |
+
else:
|
| 1909 |
+
enhancement_method = "rule-based enhancement"
|
| 1910 |
+
|
| 1911 |
+
success_message = f"Image created successfully in {generation_time:.1f}s using {model_name.split('/')[-1]} model and {enhancement_method}"
|
| 1912 |
+
|
| 1913 |
+
return image, success_message, enhanced_prompt
|
| 1914 |
+
|
| 1915 |
+
except Exception as e:
|
| 1916 |
+
error_message = str(e)
|
| 1917 |
+
logger.error(f"Error during image generation: {error_message}")
|
| 1918 |
+
|
| 1919 |
+
# Retry logic for transient errors
|
| 1920 |
+
if retries > 0:
|
| 1921 |
+
logger.info(f"Retrying image generation, {retries} attempts remaining")
|
| 1922 |
+
time.sleep(1) # Small delay before retry
|
| 1923 |
+
return generate_image(description, creation_type, art_style, mood, model_name, retries - 1)
|
| 1924 |
+
|
| 1925 |
+
# Format user-friendly error message
|
| 1926 |
+
if "429" in error_message:
|
| 1927 |
+
friendly_error = "Server is currently busy. Please try again in a few moments."
|
| 1928 |
+
elif "401" in error_message or "403" in error_message:
|
| 1929 |
+
friendly_error = "Authentication error with the image service. Please check API settings."
|
| 1930 |
+
elif "timeout" in error_message.lower():
|
| 1931 |
+
friendly_error = "Request timed out. The server might be under heavy load."
|
| 1932 |
+
else:
|
| 1933 |
+
friendly_error = f"Error generating image: {error_message}"
|
| 1934 |
+
|
| 1935 |
+
return None, friendly_error, enhanced_prompt
|
| 1936 |
+
except Exception as e:
|
| 1937 |
+
logger.error(f"Unexpected error in generate_image: {str(e)}")
|
| 1938 |
+
return None, f"Unexpected error: {str(e)}", ""
|
| 1939 |
+
|
| 1940 |
+
# Wrapper function for generate_image with status updates
|
| 1941 |
+
def generate_with_status(description, creation_type_val, art_style_val, mood_val, model_name):
|
| 1942 |
+
"""
|
| 1943 |
+
Wrapper for generate_image that handles UI status updates and parameter formatting
|
| 1944 |
+
|
| 1945 |
+
Args:
|
| 1946 |
+
description (str): User's original description
|
| 1947 |
+
creation_type_val (str): Formatted creation type with icon
|
| 1948 |
+
art_style_val (str): Formatted art style with icon
|
| 1949 |
+
mood_val (str): Formatted mood with icon
|
| 1950 |
+
model_name (str): Formatted model name with icon
|
| 1951 |
+
|
| 1952 |
+
Returns:
|
| 1953 |
+
tuple: (image, status_html, enhanced_prompt, parameters_html)
|
| 1954 |
+
"""
|
| 1955 |
+
# Check if description is empty
|
| 1956 |
+
if not description.strip():
|
| 1957 |
+
return None, update_status("Please enter a description", is_error=True), "", ""
|
| 1958 |
+
|
| 1959 |
+
# Extract keys from formatted values
|
| 1960 |
+
creation_key = extract_key(creation_type_val)
|
| 1961 |
+
art_key = extract_key(art_style_val)
|
| 1962 |
+
mood_key = extract_key(mood_val)
|
| 1963 |
+
|
| 1964 |
+
# Get model key from formatted name
|
| 1965 |
+
model_key = None
|
| 1966 |
+
for key, info in IMAGE_MODELS.items():
|
| 1967 |
+
if f"{info['icon']} {info['display_name']}" == model_name:
|
| 1968 |
+
model_key = key
|
| 1969 |
+
break
|
| 1970 |
+
|
| 1971 |
+
if not model_key:
|
| 1972 |
+
return None, update_status("Invalid model selection", is_error=True), "", ""
|
| 1973 |
+
|
| 1974 |
+
try:
|
| 1975 |
+
# Generate the image
|
| 1976 |
+
image, message, enhanced_prompt = generate_image(
|
| 1977 |
+
description, creation_key, art_key, mood_key, model_key
|
| 1978 |
+
)
|
| 1979 |
+
|
| 1980 |
+
if image is None:
|
| 1981 |
+
return None, update_status(message, is_error=True), "", ""
|
| 1982 |
+
|
| 1983 |
+
# Format parameters display
|
| 1984 |
+
params_html = format_parameters(creation_type_val, art_style_val, mood_val, model_name)
|
| 1985 |
+
|
| 1986 |
+
# Success message
|
| 1987 |
+
success_message = update_status(message)
|
| 1988 |
+
return image, success_message, enhanced_prompt, params_html
|
| 1989 |
+
|
| 1990 |
+
except Exception as e:
|
| 1991 |
+
error_message = str(e)
|
| 1992 |
+
logger.error(f"Error in generate_with_status: {error_message}")
|
| 1993 |
+
return None, update_status(f"Error: {error_message}", is_error=True), "", ""
|
| 1994 |
+
|
| 1995 |
+
# =============== MAIN APPLICATION FLOW ===============
|
| 1996 |
+
|
| 1997 |
+
def main():
|
| 1998 |
+
"""
|
| 1999 |
+
Main application entry point - creates UI and sets up event handlers
|
| 2000 |
+
"""
|
| 2001 |
+
# Create the UI components - event handlers are now defined inside create_ui
|
| 2002 |
+
interface, *_ = create_ui()
|
| 2003 |
+
|
| 2004 |
+
# Launch the interface with appropriate parameters for Gradio version
|
| 2005 |
+
# Check Gradio version to decide on the correct parameters to use
|
| 2006 |
+
try:
|
| 2007 |
+
# Use simple parameters that work across versions
|
| 2008 |
+
interface.launch(
|
| 2009 |
+
share=False, # Set to True to create a public link
|
| 2010 |
+
debug=False # Set to True for development
|
| 2011 |
+
)
|
| 2012 |
+
except Exception as e:
|
| 2013 |
+
logger.error(f"Error launching Gradio interface: {str(e)}")
|
| 2014 |
+
# Fallback to the most basic launch parameters
|
| 2015 |
+
interface.launch()
|
| 2016 |
+
|
| 2017 |
+
# =============== APP EXECUTION ===============
|
| 2018 |
+
|
| 2019 |
+
if __name__ == "__main__":
|
| 2020 |
+
# Start the application
|
| 2021 |
+
main()
|