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import random |
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import gradio as gr |
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from typing import Optional, Dict, Any |
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class PromptGenerator: |
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def __init__(self): |
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self.ROLES = [ |
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"nurse", "nun", "doctor", "secretary", "teacher", "schoolgirl", "lawyer", |
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"yoga instructor", "policewoman", "female military officer in gala uniform", |
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"WWII-era secretary", "1960s flight attendant", "boudoir model", |
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"elegant judge", "seductive librarian", "sensual model", "alluring secretary", |
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"elegant flight attendant", "seductive maid", "mysterious nurse", |
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"captivating schoolgirl", "business executive", "fitness model" |
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] |
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self.HAIR_COLORS = [ |
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"deep sapphire blue", "silver platinum", "vibrant ruby red", "glossy jet black", |
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"luxurious chestnut brown", "emerald green", "vivid amethyst purple", |
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"chocolate brown", "honey blonde", "burgundy red" |
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] |
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self.EYE_COLORS = [ |
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"intense brown", "bright sapphire blue", "emerald green", "golden amber", |
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"fascinating hazel", "deep violet", "piercing emerald", "deep sapphire", |
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"intense amber", "hypnotic hazel", "vibrant violet", "mysterious gray" |
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] |
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self.HAIR_STYLES = [ |
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"long flowing chestnut hair styled in soft waves", "sleek straight long black hair", |
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"luxurious long blonde curls", "elegant updo with loose cascading strands", |
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"glossy long brunette hair parted in the middle", "long flowing waves", |
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"luxurious straight hair", "voluminous curls", "elegant updo with cascading strands", |
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"thick braid over the shoulder", "loose and silky layers", "messy chic bun" |
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] |
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self.OUTFIT_TEMPLATES = { |
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"nurse": "a classic short nurse dress, thigh-high stockings, semi-transparent lace panties subtly slipping down as if accidentally revealed beneath a skirt, no bra, elegant high heels", |
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"nun": "a sensual interpretation of a nun's habit with a revealing long robe and thigh-high stockings, semi-transparent lace panties suggesting a playful accidental reveal, no bra, black stiletto heels", |
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"doctor": "a daring white lab coat minidress left slightly open, thigh-high stockings, semi-transparent lace panties exposed subtly as if by chance, no bra, high heels", |
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"secretary": "a provocative office pencil skirt and sheer blouse, thigh-high stockings, semi-transparent lace panties hinted at from a natural skirt shift, no bra, red high heels", |
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"teacher": "a fitted blazer over a silk blouse and short skirt, thigh-high stockings, delicate lace panties subtly visible during natural movement, no bra, classic pumps", |
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"schoolgirl": "a short pleated skirt and white blouse, thigh-high stockings, classic black lace panties slipping into view during casual poses, no bra, black loafers", |
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"lawyer": "a tailored suit with skirt cut above knees, silk blouse unbuttoned slightly, thigh-high stockings, lace panties revealed subtly when seated, no bra, leather pumps", |
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"yoga instructor": "form-fitting athletic wear that hugs curves, moisture-wicking fabric, lace panty lines subtly visible through tight clothing, sports bra barely containing", |
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"policewoman": "a fitted police uniform with short skirt, thigh-high stockings, lace panties subtly showing during action poses, no bra, polished combat boots", |
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"female military officer in gala uniform": "a ceremonial uniform with decorative elements, thigh-high stockings, lace panties hinted beneath tailored skirt, no bra, dress shoes", |
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"WWII-era secretary": "vintage styled dress with seamed stockings, lace panties from era subtly revealed when bending, no bra, period-appropriate heels", |
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"1960s flight attendant": "retro uniform with pillbox hat, thigh-high stockings, vintage lace panties subtly visible during graceful movements, no bra, classic heels", |
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"boudoir model": "silk robe falling open, thigh-high stockings, intricate lace panties prominently displayed, no bra, feathered mules", |
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"elegant judge": "judicial robes over a sophisticated dress, thigh-high stockings, luxury lace panties subtly revealed when robes part, no bra, court heels", |
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"seductive librarian": "tight sweater and pencil skirt, thigh-high stockings, lace panties subtly visible when reaching for books, no bra, reading glasses", |
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"sensual model": "designer evening gown with thigh slit, thigh-high stockings, luxury lace panties showcased during photo shoot poses, no bra, runway heels", |
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"alluring secretary": "bodycon dress and blazer, thigh-high stockings, lace panties clearly outlined beneath fabric, no bra, stiletto pumps", |
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"elegant flight attendant": "modern uniform with scarf, thigh-high stockings, lace panties subtly visible during boarding gestures, no bra, airline heels", |
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"seductive maid": "traditional french maid costume shortened, thigh-high stockings, lace panties prominently displayed during cleaning poses, no bra,mary janes", |
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"mysterious nurse": "night shift uniform with cape, thigh-high stockings, lace panties revealed during urgent movements, no bra, silent shoes", |
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"captivating schoolgirl": "a short skirt and blouse with thigh-high stockings, classic black lace panties slipping into view, no bra, black patent heels", |
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"business executive": "power suit with mini skirt, thigh-high stockings, luxury lace panties visible during confident walking, no bra, executive heels", |
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"fitness model": "performance activewear, thigh-high athletic socks, sporty lace panties outlined during exercise poses, no bra, training shoes" |
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} |
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self.POSES = [ |
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"standing gracefully with one leg slightly forward, skirt adjusting as if caught in motion revealing lace panties", |
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"seated on the edge, legs crossed, skirt shifting and lace panties subtly visible", |
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"bending forward slightly as if picking something up, skirt rising to show lace panties", |
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"leaning against a wall, one hip cocked, skirt riding up to reveal lace panties", |
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"walking with a natural sway, skirt moving with motion to show glimpses of lace panties", |
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"reaching upwards for an object, skirt lifting to display lace panties", |
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"sitting on stairs, legs slightly apart, skirt providing a view of lace panties", |
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"lying on a sofa, dress falling open to reveal lace panties naturally", |
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"dancing gently, skirt flowing to show lace panties during spins", |
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"adjusting stockings, skirt lifted to expose lace panties momentarily" |
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] |
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self.SETTINGS = [ |
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"a modern professional office, golden sunset light and sophisticated decor", |
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"a stylish hospital room, clean bright tones, realistic medical equipment", |
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"a luxurious bedroom with silk sheets and soft lighting", |
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"an elegant living room with vintage furniture and warm ambiance", |
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"a photography studio with professional lighting and minimalist backdrop", |
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"a high-end hotel suite with city views and contemporary design", |
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"a classic library with wooden shelves and warm reading lights", |
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"a rooftop terrace with urban landscape and twilight sky", |
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"a dressing room with large mirrors and velvet furnishings", |
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"a boutique hotel lobby with art deco elements and soft lighting" |
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] |
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self.ATMOSPHERES = [ |
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"soft professional lighting with perfect color, crisp highlights and smooth skin shadows", |
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"warm ambient sunlight, rich gold reflections and depth", |
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"moody cinematic lighting with dramatic shadows and highlights", |
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"romantic candlelight with soft glows and intimate shadows", |
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"studio flash lighting with clean, sharp details and minimal shadows", |
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"golden hour natural light with warm, flattering tones", |
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"moonlit ambiance with cool tones and mysterious atmosphere", |
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"neon accent lighting with vibrant colors and urban vibe" |
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] |
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self.TECHNICAL_DETAILS = ( |
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"captured with varied angles including low-angle views from knees upwards to head filling the full vertical 9:16 frame, " |
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"showcasing close-up ultra-high definition fabric, lace, skin, and hair detail, perfect makeup, anatomical perfection, elegant high heels, NO bra. " |
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"Humanized professional photorealism: Canon R5, 85mm lens, f/1.2, 16K resolution, flawless skin pores, hyper-real lace and wardrobe texture, natural human imperfections. " |
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"Exclude: cartoon, 2D, painting, stylized, CGI, illustration, lowres, watermark." |
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) |
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def _random_choice(self, lst): |
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return random.choice(lst) |
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def generate_prompt(self, seed: Optional[Dict[str, Any]] = None) -> str: |
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seed = seed or {} |
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role = seed.get("role", self._random_choice(self.ROLES)) |
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hair_style = seed.get("hair_style", self._random_choice(self.HAIR_STYLES)) |
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eye_color = seed.get("eye_color", self._random_choice(self.EYE_COLORS)) |
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outfit = self.OUTFIT_TEMPLATES.get(role, self.OUTFIT_TEMPLATES["secretary"]) |
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pose = seed.get("pose", self._random_choice(self.POSES)) |
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setting = seed.get("setting", self._random_choice(self.SETTINGS)) |
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atmosphere = seed.get("atmosphere", self._random_choice(self.ATMOSPHERES)) |
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prompt = ( |
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f"A hyperrealistic full-body portrait of a sensual {role} with {hair_style} in {eye_color} eyes, " |
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f"perfect makeup, flawless skin with subtle natural imperfections. Wearing {outfit}. " |
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f"Pose: {pose}. Scene: {setting}. Atmosphere: {atmosphere}. " |
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f"{self.TECHNICAL_DETAILS}" |
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) |
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return f"``````" |
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def generate_five_prompts(self): |
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return [self.generate_prompt() for _ in range(5)] |
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def generate_prompts(): |
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generator = PromptGenerator() |
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return "\n\n".join(generator.generate_five_prompts()) |
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import gradio as gr |
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with gr.Blocks() as demo: |
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gr.Markdown("# Hyperrealistic Full-Body Prompt Generator") |
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output = gr.Textbox(label="Generated Prompts", lines=20) |
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button = gr.Button("Generate 5 Prompts") |
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button.click(fn=generate_prompts, outputs=output) |
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if __name__ == "__main__": |
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demo.launch() |
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