Use the provided reference image as the primary identity source. IDENTITY LOCK: Replicate the exact same person — facial structure, proportions, skin tone, and natural asymmetries must match precisely. Do not beautify or alter identity. SCENE & SETTING (INDOOR — MINIMAL): Ultra-realistic photo captured in a very simple indoor environment. Floor made of smooth, slightly reflective cream-colored ceramic tiles, with subtle grout lines and minor imperfections. Background is a plain white wall with slight texture variations and faint imperfections. No objects, no furniture, no decoration. Background slightly out of focus. FRAMING & CAMERA: Smartphone perspective, slight wide-angle distortion typical of phone cameras. Camera positioned close to the subject at a slightly low frontal angle (just below chest level), creating a natural sense of depth. Subtle perspective exaggeration due to proximity. Framing from upper thighs to head. Slight tilt, imperfect, casual composition. POSE & BODY LANGUAGE: Woman in a four-point position (hands and knees on the floor). Knees moderately separated for balance and natural stance. Hands placed forward under shoulders. Torso slightly leaning forward. Back with a natural, soft curvature, not exaggerated. Hips gently elevated but still proportional. Pose feels grounded, relaxed, and candid — not staged. EXPRESSION: Direct eye contact with the camera. Soft, natural smile. Relaxed lips and warm gaze. Natural facial asymmetry and subtle micro-expressions. BODY (SEXY BUT REALISTIC): Naturally slender physique with soft curves. Small to medium chest, realistic proportions. Subtle muscle tone in arms, abdomen, and legs. Natural anatomical structure, no exaggeration. SKIN (CRITICAL): True-to-life skin rendering: visible pores, subtle peach fuzz, slight uneven skin tone, natural highlights and soft shadows, minor imperfections. NO plastic smoothing. HAIR (NATURAL BUT CONTROLLED): Long, slightly wavy dark hair. Naturally falling, cohesive direction. Minimal flyaways. Soft volume, lightly groomed. OUTFIT (REALISTIC): White/cream bikini (two-piece). Top with subtle textured fabric (crochet-like), natural drape and tension. Bottom minimal and fitted. Fabric behaves physically correct: slight compression, natural stretch, small wrinkles, visible seams. No painted-on look. LIGHTING (PHYSICALLY ACCURATE): Soft, diffused natural-style lighting. Warm-neutral tones. Gentle shadows with smooth transitions. Slight uneven illumination for realism. No harsh highlights or overexposure. CAMERA & RENDERING (SMARTPHONE): Slight noise in shadows. Balanced dynamic range: minor highlight clipping, shadows not fully recovered. Natural skin tones with slight warmth. Subtle sharpening only. COMPOSITION: Casual lifestyle composition. Slightly off-center framing. Natural spacing and imperfect alignment. FINAL RESULT: A believable, ultra-realistic smartphone photo in a minimal indoor setting. Natural, intimate, and relaxed. Indistinguishable from a real photograph. No CGI look, no artificial perfection, no exaggerated anatomy.
shadow = np.array([0x11,0x10,0x0F], np.float32) # BGR of #0F1011 mid = np.array([0x55,0x7A,0x8E], np.float32) # #8E7A55 hi = np.array([0xA1,0xD2,0xE6], np.float32) # #E6D2A1 img = cv2.imread("input.jpg") g = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY).astype(np.float32)/255.0 g = g[...,None] t1 = np.clip(g/0.5, 0, 1) t2 = np.clip((g-0.5)/0.5, 0, 1) low = shadow*(1-t1) + mid*t1 high = mid*(1-t2) + hi*t2 out = np.where(g<=0.5, low, high).astype(np.uint8) cv2.imwrite("output_casinofi.png", out)
Use the provided reference image as the primary identity source. IDENTITY LOCK: Replicate the exact same person — facial structure, proportions, skin tone, and natural asymmetries must match precisely. Do not beautify or alter identity. SCENE & SETTING (INDOOR — MINIMAL): Ultra-realistic photo captured in a very simple indoor environment. Floor made of smooth, slightly reflective cream-colored ceramic tiles, with subtle grout lines and minor imperfections. Background is a plain white wall with slight texture variations and faint imperfections. No objects, no furniture, no decoration. Background slightly out of focus. FRAMING & CAMERA: Smartphone perspective, slight wide-angle distortion typical of phone cameras. Camera positioned close to the subject at a slightly low frontal angle (just below chest level), creating a natural sense of depth. Subtle perspective exaggeration due to proximity. Framing from upper thighs to head. Slight tilt, imperfect, casual composition. POSE & BODY LANGUAGE: Woman in a four-point position (hands and knees on the floor). Knees moderately separated for balance and natural stance. Hands placed forward under shoulders. Torso slightly leaning forward. Back with a natural, soft curvature, not exaggerated. Hips gently elevated but still proportional. Pose feels grounded, relaxed, and candid — not staged. EXPRESSION: Direct eye contact with the camera. Soft, natural smile. Relaxed lips and warm gaze. Natural facial asymmetry and subtle micro-expressions. BODY (SEXY BUT REALISTIC): Naturally slender physique with soft curves. Small to medium chest, realistic proportions. Subtle muscle tone in arms, abdomen, and legs. Natural anatomical structure, no exaggeration. SKIN (CRITICAL): True-to-life skin rendering: visible pores, subtle peach fuzz, slight uneven skin tone, natural highlights and soft shadows, minor imperfections. NO plastic smoothing. HAIR (NATURAL BUT CONTROLLED): Long, slightly wavy dark hair. Naturally falling, cohesive direction. Minimal flyaways. Soft volume, lightly groomed. OUTFIT (REALISTIC): White/cream bikini (two-piece). Top with subtle textured fabric (crochet-like), natural drape and tension. Bottom minimal and fitted. Fabric behaves physically correct: slight compression, natural stretch, small wrinkles, visible seams. No painted-on look. LIGHTING (PHYSICALLY ACCURATE): Soft, diffused natural-style lighting. Warm-neutral tones. Gentle shadows with smooth transitions. Slight uneven illumination for realism. No harsh highlights or overexposure. CAMERA & RENDERING (SMARTPHONE): Slight noise in shadows. Balanced dynamic range: minor highlight clipping, shadows not fully recovered. Natural skin tones with slight warmth. Subtle sharpening only. COMPOSITION: Casual lifestyle composition. Slightly off-center framing. Natural spacing and imperfect alignment. FINAL RESULT: A believable, ultra-realistic smartphone photo in a minimal indoor setting. Natural, intimate, and relaxed. Indistinguishable from a real photograph. No CGI look, no artificial perfection, no exaggerated anatomy.
shadow = np.array([0x11,0x10,0x0F], np.float32) # BGR of #0F1011 mid = np.array([0x55,0x7A,0x8E], np.float32) # #8E7A55 hi = np.array([0xA1,0xD2,0xE6], np.float32) # #E6D2A1 img = cv2.imread("input.jpg") g = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY).astype(np.float32)/255.0 g = g[...,None] t1 = np.clip(g/0.5, 0, 1) t2 = np.clip((g-0.5)/0.5, 0, 1) low = shadow*(1-t1) + mid*t1 high = mid*(1-t2) + hi*t2 out = np.where(g<=0.5, low, high).astype(np.uint8) cv2.imwrite("output_casinofi.png", out)
Use the provided reference image as the primary identity source. IDENTITY LOCK: Replicate the exact same person — facial structure, proportions, skin tone, and natural asymmetries must match precisely. Do not beautify or alter identity. SCENE & SETTING (INDOOR — MINIMAL): Ultra-realistic photo captured in a very simple indoor environment. Floor made of smooth, slightly reflective cream-colored ceramic tiles, with subtle grout lines and minor imperfections. Background is a plain white wall with slight texture variations and faint imperfections. No objects, no furniture, no decoration. Background slightly out of focus. FRAMING & CAMERA: Smartphone perspective, slight wide-angle distortion typical of phone cameras. Camera positioned close to the subject at a slightly low frontal angle (just below chest level), creating a natural sense of depth. Subtle perspective exaggeration due to proximity. Framing from upper thighs to head. Slight tilt, imperfect, casual composition. POSE & BODY LANGUAGE: Woman in a four-point position (hands and knees on the floor). Knees moderately separated for balance and natural stance. Hands placed forward under shoulders. Torso slightly leaning forward. Back with a natural, soft curvature, not exaggerated. Hips gently elevated but still proportional. Pose feels grounded, relaxed, and candid — not staged. EXPRESSION: Direct eye contact with the camera. Soft, natural smile. Relaxed lips and warm gaze. Natural facial asymmetry and subtle micro-expressions. BODY (SEXY BUT REALISTIC): Naturally slender physique with soft curves. Small to medium chest, realistic proportions. Subtle muscle tone in arms, abdomen, and legs. Natural anatomical structure, no exaggeration. SKIN (CRITICAL): True-to-life skin rendering: visible pores, subtle peach fuzz, slight uneven skin tone, natural highlights and soft shadows, minor imperfections. NO plastic smoothing. HAIR (NATURAL BUT CONTROLLED): Long, slightly wavy dark hair. Naturally falling, cohesive direction. Minimal flyaways. Soft volume, lightly groomed. OUTFIT (REALISTIC): White/cream bikini (two-piece). Top with subtle textured fabric (crochet-like), natural drape and tension. Bottom minimal and fitted. Fabric behaves physically correct: slight compression, natural stretch, small wrinkles, visible seams. No painted-on look. LIGHTING (PHYSICALLY ACCURATE): Soft, diffused natural-style lighting. Warm-neutral tones. Gentle shadows with smooth transitions. Slight uneven illumination for realism. No harsh highlights or overexposure. CAMERA & RENDERING (SMARTPHONE): Slight noise in shadows. Balanced dynamic range: minor highlight clipping, shadows not fully recovered. Natural skin tones with slight warmth. Subtle sharpening only. COMPOSITION: Casual lifestyle composition. Slightly off-center framing. Natural spacing and imperfect alignment. FINAL RESULT: A believable, ultra-realistic smartphone photo in a minimal indoor setting. Natural, intimate, and relaxed. Indistinguishable from a real photograph. No CGI look, no artificial perfection, no exaggerated anatomy.
shadow = np.array([0x11,0x10,0x0F], np.float32) # BGR of #0F1011 mid = np.array([0x55,0x7A,0x8E], np.float32) # #8E7A55 hi = np.array([0xA1,0xD2,0xE6], np.float32) # #E6D2A1 img = cv2.imread("input.jpg") g = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY).astype(np.float32)/255.0 g = g[...,None] t1 = np.clip(g/0.5, 0, 1) t2 = np.clip((g-0.5)/0.5, 0, 1) low = shadow*(1-t1) + mid*t1 high = mid*(1-t2) + hi*t2 out = np.where(g<=0.5, low, high).astype(np.uint8) cv2.imwrite("output_casinofi.png", out)
Use the provided reference image as the primary identity source. IDENTITY LOCK: Replicate the exact same person — facial structure, proportions, skin tone, and natural asymmetries must match precisely. Do not beautify or alter identity. SCENE & SETTING (INDOOR — MINIMAL): Ultra-realistic photo captured in a very simple indoor environment. Floor made of smooth, slightly reflective cream-colored ceramic tiles, with subtle grout lines and minor imperfections. Background is a plain white wall with slight texture variations and faint imperfections. No objects, no furniture, no decoration. Background slightly out of focus. FRAMING & CAMERA: Smartphone perspective, slight wide-angle distortion typical of phone cameras. Camera positioned close to the subject at a slightly low frontal angle (just below chest level), creating a natural sense of depth. Subtle perspective exaggeration due to proximity. Framing from upper thighs to head. Slight tilt, imperfect, casual composition. POSE & BODY LANGUAGE: Woman in a four-point position (hands and knees on the floor). Knees moderately separated for balance and natural stance. Hands placed forward under shoulders. Torso slightly leaning forward. Back with a natural, soft curvature, not exaggerated. Hips gently elevated but still proportional. Pose feels grounded, relaxed, and candid — not staged. EXPRESSION: Direct eye contact with the camera. Soft, natural smile. Relaxed lips and warm gaze. Natural facial asymmetry and subtle micro-expressions. BODY (SEXY BUT REALISTIC): Naturally slender physique with soft curves. Small to medium chest, realistic proportions. Subtle muscle tone in arms, abdomen, and legs. Natural anatomical structure, no exaggeration. SKIN (CRITICAL): True-to-life skin rendering: visible pores, subtle peach fuzz, slight uneven skin tone, natural highlights and soft shadows, minor imperfections. NO plastic smoothing. HAIR (NATURAL BUT CONTROLLED): Long, slightly wavy dark hair. Naturally falling, cohesive direction. Minimal flyaways. Soft volume, lightly groomed. OUTFIT (REALISTIC): White/cream bikini (two-piece). Top with subtle textured fabric (crochet-like), natural drape and tension. Bottom minimal and fitted. Fabric behaves physically correct: slight compression, natural stretch, small wrinkles, visible seams. No painted-on look. LIGHTING (PHYSICALLY ACCURATE): Soft, diffused natural-style lighting. Warm-neutral tones. Gentle shadows with smooth transitions. Slight uneven illumination for realism. No harsh highlights or overexposure. CAMERA & RENDERING (SMARTPHONE): Slight noise in shadows. Balanced dynamic range: minor highlight clipping, shadows not fully recovered. Natural skin tones with slight warmth. Subtle sharpening only. COMPOSITION: Casual lifestyle composition. Slightly off-center framing. Natural spacing and imperfect alignment. FINAL RESULT: A believable, ultra-realistic smartphone photo in a minimal indoor setting. Natural, intimate, and relaxed. Indistinguishable from a real photograph. No CGI look, no artificial perfection, no exaggerated anatomy.
shadow = np.array([0x11,0x10,0x0F], np.float32) # BGR of #0F1011 mid = np.array([0x55,0x7A,0x8E], np.float32) # #8E7A55 hi = np.array([0xA1,0xD2,0xE6], np.float32) # #E6D2A1 img = cv2.imread("input.jpg") g = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY).astype(np.float32)/255.0 g = g[...,None] t1 = np.clip(g/0.5, 0, 1) t2 = np.clip((g-0.5)/0.5, 0, 1) low = shadow*(1-t1) + mid*t1 high = mid*(1-t2) + hi*t2 out = np.where(g<=0.5, low, high).astype(np.uint8) cv2.imwrite("output_casinofi.png", out)
Use the provided reference image as the primary identity source. IDENTITY LOCK: Replicate the exact same person — facial structure, proportions, skin tone, and natural asymmetries must match precisely. Do not beautify or alter identity. SCENE & SETTING (INDOOR — MINIMAL): Ultra-realistic photo captured in a very simple indoor environment. Floor made of smooth, slightly reflective cream-colored ceramic tiles, with subtle grout lines and minor imperfections. Background is a plain white wall with slight texture variations and faint imperfections. No objects, no furniture, no decoration. Background slightly out of focus. FRAMING & CAMERA: Smartphone perspective, slight wide-angle distortion typical of phone cameras. Camera positioned close to the subject at a slightly low frontal angle (just below chest level), creating a natural sense of depth. Subtle perspective exaggeration due to proximity. Framing from upper thighs to head. Slight tilt, imperfect, casual composition. POSE & BODY LANGUAGE: Woman in a four-point position (hands and knees on the floor). Knees moderately separated for balance and natural stance. Hands placed forward under shoulders. Torso slightly leaning forward. Back with a natural, soft curvature, not exaggerated. Hips gently elevated but still proportional. Pose feels grounded, relaxed, and candid — not staged. EXPRESSION: Direct eye contact with the camera. Soft, natural smile. Relaxed lips and warm gaze. Natural facial asymmetry and subtle micro-expressions. BODY (SEXY BUT REALISTIC): Naturally slender physique with soft curves. Small to medium chest, realistic proportions. Subtle muscle tone in arms, abdomen, and legs. Natural anatomical structure, no exaggeration. SKIN (CRITICAL): True-to-life skin rendering: visible pores, subtle peach fuzz, slight uneven skin tone, natural highlights and soft shadows, minor imperfections. NO plastic smoothing. HAIR (NATURAL BUT CONTROLLED): Long, slightly wavy dark hair. Naturally falling, cohesive direction. Minimal flyaways. Soft volume, lightly groomed. OUTFIT (REALISTIC): White/cream bikini (two-piece). Top with subtle textured fabric (crochet-like), natural drape and tension. Bottom minimal and fitted. Fabric behaves physically correct: slight compression, natural stretch, small wrinkles, visible seams. No painted-on look. LIGHTING (PHYSICALLY ACCURATE): Soft, diffused natural-style lighting. Warm-neutral tones. Gentle shadows with smooth transitions. Slight uneven illumination for realism. No harsh highlights or overexposure. CAMERA & RENDERING (SMARTPHONE): Slight noise in shadows. Balanced dynamic range: minor highlight clipping, shadows not fully recovered. Natural skin tones with slight warmth. Subtle sharpening only. COMPOSITION: Casual lifestyle composition. Slightly off-center framing. Natural spacing and imperfect alignment. FINAL RESULT: A believable, ultra-realistic smartphone photo in a minimal indoor setting. Natural, intimate, and relaxed. Indistinguishable from a real photograph. No CGI look, no artificial perfection, no exaggerated anatomy.
shadow = np.array([0x11,0x10,0x0F], np.float32) # BGR of #0F1011 mid = np.array([0x55,0x7A,0x8E], np.float32) # #8E7A55 hi = np.array([0xA1,0xD2,0xE6], np.float32) # #E6D2A1 img = cv2.imread("input.jpg") g = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY).astype(np.float32)/255.0 g = g[...,None] t1 = np.clip(g/0.5, 0, 1) t2 = np.clip((g-0.5)/0.5, 0, 1) low = shadow*(1-t1) + mid*t1 high = mid*(1-t2) + hi*t2 out = np.where(g<=0.5, low, high).astype(np.uint8) cv2.imwrite("output_casinofi.png", out)
Use the provided reference image as the primary identity source. IDENTITY LOCK: Replicate the exact same person — facial structure, proportions, skin tone, and natural asymmetries must match precisely. Do not beautify or alter identity. SCENE & SETTING (INDOOR — MINIMAL): Ultra-realistic photo captured in a very simple indoor environment. Floor made of smooth, slightly reflective cream-colored ceramic tiles, with subtle grout lines and minor imperfections. Background is a plain white wall with slight texture variations and faint imperfections. No objects, no furniture, no decoration. Background slightly out of focus. FRAMING & CAMERA: Smartphone perspective, slight wide-angle distortion typical of phone cameras. Camera positioned close to the subject at a slightly low frontal angle (just below chest level), creating a natural sense of depth. Subtle perspective exaggeration due to proximity. Framing from upper thighs to head. Slight tilt, imperfect, casual composition. POSE & BODY LANGUAGE: Woman in a four-point position (hands and knees on the floor). Knees moderately separated for balance and natural stance. Hands placed forward under shoulders. Torso slightly leaning forward. Back with a natural, soft curvature, not exaggerated. Hips gently elevated but still proportional. Pose feels grounded, relaxed, and candid — not staged. EXPRESSION: Direct eye contact with the camera. Soft, natural smile. Relaxed lips and warm gaze. Natural facial asymmetry and subtle micro-expressions. BODY (SEXY BUT REALISTIC): Naturally slender physique with soft curves. Small to medium chest, realistic proportions. Subtle muscle tone in arms, abdomen, and legs. Natural anatomical structure, no exaggeration. SKIN (CRITICAL): True-to-life skin rendering: visible pores, subtle peach fuzz, slight uneven skin tone, natural highlights and soft shadows, minor imperfections. NO plastic smoothing. HAIR (NATURAL BUT CONTROLLED): Long, slightly wavy dark hair. Naturally falling, cohesive direction. Minimal flyaways. Soft volume, lightly groomed. OUTFIT (REALISTIC): White/cream bikini (two-piece). Top with subtle textured fabric (crochet-like), natural drape and tension. Bottom minimal and fitted. Fabric behaves physically correct: slight compression, natural stretch, small wrinkles, visible seams. No painted-on look. LIGHTING (PHYSICALLY ACCURATE): Soft, diffused natural-style lighting. Warm-neutral tones. Gentle shadows with smooth transitions. Slight uneven illumination for realism. No harsh highlights or overexposure. CAMERA & RENDERING (SMARTPHONE): Slight noise in shadows. Balanced dynamic range: minor highlight clipping, shadows not fully recovered. Natural skin tones with slight warmth. Subtle sharpening only. COMPOSITION: Casual lifestyle composition. Slightly off-center framing. Natural spacing and imperfect alignment. FINAL RESULT: A believable, ultra-realistic smartphone photo in a minimal indoor setting. Natural, intimate, and relaxed. Indistinguishable from a real photograph. No CGI look, no artificial perfection, no exaggerated anatomy.
shadow = np.array([0x11,0x10,0x0F], np.float32) # BGR of #0F1011 mid = np.array([0x55,0x7A,0x8E], np.float32) # #8E7A55 hi = np.array([0xA1,0xD2,0xE6], np.float32) # #E6D2A1 img = cv2.imread("input.jpg") g = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY).astype(np.float32)/255.0 g = g[...,None] t1 = np.clip(g/0.5, 0, 1) t2 = np.clip((g-0.5)/0.5, 0, 1) low = shadow*(1-t1) + mid*t1 high = mid*(1-t2) + hi*t2 out = np.where(g<=0.5, low, high).astype(np.uint8) cv2.imwrite("output_casinofi.png", out)