{ "EPOCHS": [ "neutral studio environment", "plain seamless backdrop", "minimal photographic studio", "soft neutral background with no texture", "flat background with subtle gradient", "empty studio space" ], "OUTFITS": [ "simple tank top", "plain t-shirt with no logos", "strapless neutral top", "basic camisole", "minimal sleeveless dress", "fitted long-sleeve shirt", "simple open shirt over neutral top", "light robe partially open but modest", "plain bodysuit with no decorations" ], "LIGHTING": [ "soft diffused studio lighting", "even frontal lighting with minimal shadows", "window light simulation from one side", "low-contrast balanced lighting", "softbox lighting with gentle falloff", "neutral daylight color temperature" ], "BACKGROUNDS": [ "solid gray background", "solid beige background", "solid off-white background", "solid muted pastel background", "neutral gradient background", "plain dark gray background" ], "POSES": [ "standing straight, arms relaxed", "standing three-quarter turn", "sitting upright on a stool", "sitting relaxed with hands on thighs", "shoulders angled slightly toward camera", "head tilted subtly to one side", "neutral posture with weight shifted", "frontal pose with relaxed shoulders" ], "EXPRESSIONS": [ "neutral expression", "soft relaxed gaze", "calm expression with closed lips", "slight natural smile", "emotionless passport-style expression", "gentle attentive look" ], "CAMERA_ANGLES": [ "eye-level frontal portrait", "three-quarter view at eye level", "slightly high angle looking down", "slightly low angle looking up", "straight-on symmetrical framing", "medium close-up framing" ], "ATMOSPHERES": [ "clean and neutral photographic mood", "technical portrait style", "identity-focused composition", "dataset-oriented clarity", "unembellished realistic capture", "training-friendly neutral aesthetic" ], "ACCESSORIES": [ "no accessories", "simple necklace", "small stud earrings", "no visible jewelry", "minimal unobtrusive jewelry" ] }