slahiriandClaude Opus 4.5
574b976728
Classification pipeline with 5-layer cascade: - Layer 1: Florence analyze key mapping - Layer 2: Source-based routing (photography, IQA, composition) - Layer 3: Dictionary keyword matching with multi-category support - Layer 5: Uncategorized fallback Key features: - Expanded keyword dictionaries for 90%+ classification rate - Conflict resolution for mutually exclusive tokens - Subject detail subcategories (hair, eyes, face, body, clothing, skin) - Multi-category tokens (e.g., "looking at viewer" → action + eyes) Test results: Calvin Klein 90.8%, Saree 84.0%, Cupcake 83.9%, Landscape 77.8% 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
197 lines
8.0 KiB
JSON
197 lines
8.0 KiB
JSON
{
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"image_info": {
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"width": 512,
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"height": 512
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},
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"wd14": {
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"1girl": 0.998,
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"swimsuit": 0.973,
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"bikini": 0.97,
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"solo": 0.959,
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"breasts": 0.931,
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"food": 0.905,
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"realistic": 0.875,
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"cake": 0.864,
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"navel": 0.841,
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"long hair": 0.836,
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"closed eyes": 0.814,
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"photorealistic": 0.783,
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"breasts apart": 0.782,
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"side-tie bikini bottom": 0.778,
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"medium breasts": 0.77,
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"cupcake": 0.708,
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"highleg bikini": 0.689,
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"smile": 0.689,
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"railing": 0.67,
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"sensitive": 0.507
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},
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"pixai": {
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"realistic": 0.959,
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"bikini": 0.958,
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"1girl": 0.956,
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"swimsuit": 0.942,
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"breasts": 0.923,
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"food": 0.919,
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"navel": 0.909,
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"solo": 0.906,
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"cupcake": 0.88,
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"gold bikini": 0.866,
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"highleg bikini": 0.849,
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"3d": 0.84,
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"breasts apart": 0.837,
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"side-tie bikini bottom": 0.833,
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"long hair": 0.823,
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"cake": 0.817,
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"railing": 0.814,
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"photorealistic": 0.784,
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"closed eyes": 0.729,
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"smile": 0.713,
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"brown hair": 0.711,
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"string bikini": 0.708,
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"outdoors": 0.673,
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"thigh gap": 0.65,
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"medium breasts": 0.643,
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"cowboy shot": 0.631,
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"stomach": 0.624,
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"jungle": 0.595,
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"highleg": 0.561,
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"plant": 0.545,
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"holding": 0.534,
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"asian": 0.518,
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"collarbone": 0.518,
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"black hair": 0.494,
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"mole": 0.493,
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"fruit": 0.486,
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"red lips": 0.48,
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"teeth": 0.475,
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"legs together": 0.466,
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"lips": 0.459,
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"whipped cream": 0.446,
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"strawberry": 0.437,
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"standing": 0.409,
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"open mouth": 0.398,
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"day": 0.393,
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"mole on breast": 0.393,
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"micro bikini": 0.371,
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"cleavage": 0.37,
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"food on breasts": 0.352,
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"fern": 0.347,
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"grin": 0.333,
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"freckles": 0.311,
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"pinup \\(style\\)": 0.615,
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"gumroad username": 0.302,
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"mole on arm": 0.3
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},
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"joytag": {
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"1girl": 0.958,
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"photo (medium)": 0.859,
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"solo": 0.839,
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"swimsuit": 0.804,
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"bikini": 0.79,
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"food": 0.697,
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"fruit": 0.532,
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"cake": 0.521,
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"breasts": 0.513,
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"strawberry": 0.505,
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"closed eyes": 0.483,
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"long hair": 0.445,
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"navel": 0.433,
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"side-tie bikini": 0.43,
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"medium breasts": 0.419,
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"day": 0.416,
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"brown hair": 0.402,
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"large breasts": 0.393,
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"outdoors": 0.37,
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"smile": 0.369,
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"micro bikini": 0.362,
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"dessert": 0.35,
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"ice cream": 0.347,
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"photoshop (medium)": 0.325,
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"open mouth": 0.324,
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"3d": 0.303,
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"tongue": 0.298,
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"string bikini": 0.294,
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"tan": 0.292,
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"cherry": 0.291,
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"dark-skinned female": 0.28,
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"standing": 0.277,
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"dark skin": 0.27,
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"black hair": 0.259,
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"pastry": 0.258,
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"holding food": 0.239,
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"breasts apart": 0.235,
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"holding": 0.234,
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"real life": 0.232,
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"eating": 0.224,
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"collarbone": 0.219,
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"happy": 0.212,
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"curvy": 0.209,
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"strawberry shortcake": 0.205,
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"fang": 0.204,
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"cowboy shot": 0.203,
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"lips": 0.203,
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"head tilt": 0.202,
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"bikini tan": 0.202
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},
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"nudenet": {
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"nsfw content": 0.9,
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"female face": 0.875,
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"exposed belly": 0.834,
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"covered female breast (x2)": 0.803,
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"covered female genitalia": 0.772,
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"exposed armpits": 0.652
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},
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"photography": {
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"sienna tones": 0.9,
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"neutral tones": 0.8,
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"monochromatic": 0.85,
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"sharp": 0.9,
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"in focus": 0.85,
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"detailed": 0.8,
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"square format": 0.9,
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"1:1 aspect ratio": 0.9,
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"low resolution": 0.8,
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"rule of thirds": 0.6,
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"photographic framing": 0.8,
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"photograph": 0.95,
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"photography": 0.9
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},
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"iqa": {
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"average aesthetic quality": 0.7,
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"excellent technical quality": 0.9,
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"professional quality": 0.85,
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"sharp and clean": 0.9,
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"excellent clarity": 0.85
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},
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"composition": {
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"vertical lines": 0.7,
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"diagonal lines": 0.7,
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"strong linear elements": 0.75,
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"partial symmetry": 0.7,
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"elements at thirds": 0.75
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},
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"saliency": {
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"subject on horizontal third": 0.75,
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"centered subject": 0.85,
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"central composition": 0.8,
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"multiple subjects": 0.7
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},
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"fashion_yolov8": {
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"wearing clothing": 0.745,
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"wearing bags": 0.402
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},
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"fashion_yolos": {
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"wearing t-shirt": 0.431,
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"wearing belt": 0.389
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},
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"fashion_segformer": {
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"upper clothing visible": 0.567
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},
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"florence_caption": "A woman standing on a balcony, smiling and holding a cupcake in her left hand. She is wearing a bikini with a cupcakes design, which is a bikini top and bottom, and has a string of strawberry-flavored cupcakes attached to it. The background is filled with lush green foliage, suggesting a tropical setting. The woman has a slender physique and fair skin. The image is a high-quality, edited photo with a bright and sunny atmosphere.",
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"florence_description": "A woman standing on a balcony with lush green foliage in the background, wearing a crocheted bikini with cupcakes on it. the woman, who appears to be in her late twenties, has long brown hair and is smiling widely, with her eyes closed. she is standing in the middle of the image, with a slight smile on her face. her body is slim and toned, with large breasts and a small waist. she has a tattoo on her left thigh and is wearing a bikini top with cupcake-shaped cupcakes attached to it, along with a bikini bottom with tassels. the bikini top has a halter neckline and thin straps, while the bikini bottom has a side-tied fringe. the cupcakes are decorated with strawberries and have a strawberry on top. the image is taken from a slightly elevated angle, looking down at the woman.",
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"florence_generate_tags": "1girl, solo, long hair, breasts, smiling, large breasts, brown hair, holding, navel, cleavage, bare shoulders, standing, medium breasts, swimsuit, bikini, outdoors, bikini top, teeth, cupcake, side-tied bikini bottom, cupcakes, halterneck, cup, strawberry, bikini bottom only, cup cake, strawberry cupcake",
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"florence_mixed_caption": "A woman standing on a balcony, smiling while holding a cupcake with a strawberry design. she is wearing a crocheted bikini with a cup cake design, which features a halterneck top with cupcakes on it, and a side-tied bikini bottom. the woman has a slender physique and fair skin, and her long brown hair cascades down her back. her eyes are closed, and she appears to be enjoying the moment. the background is blurred, with lush green foliage and a black railing, creating a tropical setting. the image is a high-quality, cropped shot, with a focus on the woman's figure and the cupcake design.\n\n1girl, solo, long hair, breasts, smiling, holding, navel, medium breasts, brown hair, standing, bikini, outdoors, teeth, bikini top, holding cupcake, lips, tattoo, side-tie bikini bottom, cupcake",
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"florence_analyze": "camera_angle: from the side, art_style: photo realistic, location: outdoor, background: lush green foliage with palm trees, text: NA, image_composition: middle, clothing: bikini top with cupcake design, hair_style : long hair, distance_to_camera: full body, hair _color: brown hair, facial_expression: smile, action: standing, accessory: cupcake-shaped cupcakes, pants: NA;NA, eye_direction: looking at cupcake, race: NA: NA/TA, shoes: NA>, ear: NA and body: slim, gender: 1woman, eye _color : NA;brown hair, facing_direction : facing viewer",
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"florence_mixed_caption_plus": "A woman standing on a balcony, smiling while holding a cupcake with a strawberry design. she is wearing a crocheted bikini with a cup cake design, which features a halterneck top with cupcakes on it, and a side-tied bikini bottom. the woman has a slender physique and fair skin, and her long brown hair cascades down her back. her eyes are closed, and she appears to be enjoying the moment. the background is blurred, with lush green foliage and a wooden railing, creating a tropical atmosphere. the image is a high-quality, cropped shot, with a shallow depth of field, allowing the focus to be on the woman's figure and the cupcake design.\n\n1girl, solo, long hair, breasts, smiling, large breasts, brown hair, navel, closed eyes, standing, bikini, outdoors, teeth, bikini top, holding, mole, cupcake, lips"
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}
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