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>
157 lines
7.4 KiB
JSON
157 lines
7.4 KiB
JSON
{
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"image_info": {
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"width": 512,
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"height": 341
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},
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"wd14": {
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"general": 0.998,
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"no humans": 0.989,
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"outdoors": 0.986,
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"scenery": 0.982,
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"mountain": 0.958,
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"reflection": 0.904,
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"snow": 0.874,
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"sky": 0.862,
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"cloud": 0.86,
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"water": 0.826,
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"day": 0.732,
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"fog": 0.723,
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"tree": 0.698,
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"lake": 0.692,
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"nature": 0.658,
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"landscape": 0.656,
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"cloudy sky": 0.606,
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"mountainous horizon": 0.582,
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"reflective water": 0.57,
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"river": 0.555,
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"winter": 0.539,
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"forest": 0.418,
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"power lines": 0.407
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},
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"pixai": {
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"scenery": 0.996,
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"outdoors": 0.991,
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"mountain": 0.983,
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"no humans": 0.981,
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"reflection": 0.972,
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"water": 0.938,
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"mountainous horizon": 0.915,
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"cloud": 0.904,
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"lake": 0.893,
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"sky": 0.882,
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"reflective water": 0.877,
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"river": 0.864,
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"day": 0.841,
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"tree": 0.826,
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"landscape": 0.772,
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"white sky": 0.737,
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"fog": 0.733,
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"cloudy sky": 0.723,
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"riverbank": 0.715,
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"nature": 0.685,
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"photorealistic": 0.636,
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"village": 0.55,
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"rural": 0.516,
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"road": 0.505,
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"bridge": 0.489,
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"realistic": 0.485,
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"shore": 0.46,
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"grey sky": 0.459,
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"rice paddy": 0.445,
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"forest": 0.406,
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"stream": 0.405,
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"snow": 0.399,
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"town": 0.355,
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"building": 0.355,
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"pine tree": 0.34,
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"hill": 0.334,
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"blue sky": 0.331,
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"power lines": 0.331,
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"boat": 0.329
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},
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"joytag": {
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"scenery": 0.799,
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"mountain": 0.735,
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"reflection": 0.67,
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"no humans": 0.668,
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"original": 0.624,
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"water": 0.597,
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"sky": 0.584,
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"outdoors": 0.569,
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"cloud": 0.547,
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"lake": 0.53,
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"day": 0.526,
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"snow": 0.478,
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"blue theme": 0.46,
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"mountainous horizon": 0.452,
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"nature": 0.442,
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"photoshop (medium)": 0.436,
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"landscape": 0.415,
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"tree": 0.403,
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"road": 0.4,
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"cloudy sky": 0.397,
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"river": 0.394,
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"forest": 0.356,
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"bridge": 0.355,
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"blue sky": 0.335,
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"fog": 0.307,
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"winter": 0.283,
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"monochrome": 0.279,
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"solo": 0.268,
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"building": 0.247,
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"power lines": 0.241,
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"sunlight": 0.239,
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"lamppost": 0.223,
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"aqua theme": 0.22,
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"grey sky": 0.217,
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"hill": 0.214,
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"railing": 0.211,
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"1girl": 0.206,
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"grass": 0.206
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},
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"nudenet": {
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"safe content": 0.8
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},
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"photography": {
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"white smoke tones": 0.9,
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"neutral tones": 0.8,
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"high key": 0.8,
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"bright": 0.75,
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"high contrast": 0.8,
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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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"landscape orientation": 0.95,
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"horizontal frame": 0.9,
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"3:2 aspect ratio": 0.85,
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"low resolution": 0.8,
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"bright sky": 0.7,
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"low horizon": 0.65,
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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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"good technical quality": 0.8,
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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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"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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"centered subject": 0.85,
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"central composition": 0.8
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},
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"florence_caption": "A stunning landscape photograph of a mountain range reflected in a calm, still lake, with a serene, reflective surface. The lake is surrounded by lush green trees and snow-capped peaks, with patches of fog covering the valleys. The sky is a brilliant blue, with wispy white clouds scattered across it. The overall mood is peaceful and serene. The image has a vintage, sepia tone, with the lake's reflections shimmering in the sunlight. The resolution is high quality, with no visible imperfections or imperfections.",
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"florence_description": "A serene landscape photograph taken from a distance of a large body of water, likely a lake or a reservoir, surrounded by tall mountains covered in snow and shrouded in fog. the lake is calm and still, reflecting the surrounding mountains and trees, creating a mirror-like effect on the surface. the sky is cloudy and the overall mood is peaceful and serene, with a sense of tranquility and solitude. the image has a soft, ethereal quality, with the mountains and fog creating a sense that depth and dimensionality. the overall effect is one of serenity and tranquility, making it a perfect representation of a peaceful and tranquil landscape.",
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"florence_generate_tags": "solo, clouds, water, sky, day, blue sky, watermark, tree, mountains, reflection, lake, fog, mountain, lakefront, nature, reflection in water, mountain peak, lake",
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"florence_mixed_caption": "A stunning landscape photograph of a mountain lake surrounded by lush green trees and snow-capped peaks, with a clear blue sky and fluffy white clouds reflected in the still waters. the lake is calm and still, reflecting the majestic mountains and the surrounding landscape, creating a serene and peaceful atmosphere. the image has a vintage feel, with the blue tones blending together to create a sense of depth and dimensionality. the mountains are tall and imposing, with snow-covered peaks and a few patches of fog covering them, while the trees are densely packed together, creating an ethereal and tranquil scene. the sky is filled with fluffy white, clouds scattered throughout, adding to the serene atmosphere. overall, the image is a beautiful representation of nature and the beauty of nature, with its vast expanse of water reflecting the surrounding mountains and trees, creating anotherworldly beauty.\n\nnature, clouds, sky, water, reflection, mountains, lake, fog, lakefront, mountain, reflection in water, mountain peak, lake",
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"florence_analyze": "camera_angle: from the side, art_style: photo realistic, location: lake, background: mountains with snow-capped peaks and dense forest, text: NA, image_composition: middle, clothing: NA;NA, hair_style : NA;na, distance_to_camera: full body;full body, hair _color: NA: NA>, facial_expression: NA|NA, action: NA | accessory: NA/NA, pants: NA';NA, eye_direction: NA);NA, race: NA ;NA, shoes: NA\\NA, ear: NA and body: NA,, body: calm, gender: no human;no human, eye _color : NA, facing_direction : NA",
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"florence_mixed_caption_plus": "A stunning landscape photograph of a mountain lake surrounded by lush green trees and snow-capped peaks, with a clear blue sky and fluffy white clouds reflected in the still waters. the lake is calm and still, reflecting the majestic mountains and the surrounding landscape, creating a serene and peaceful atmosphere. the image has a vintage feel, with the blue tones blending together to create a sense of depth and dimensionality. the mountains are tall and imposing, with snow-covered peaks and a few patches of fog covering them, while the trees are densely packed together, creating an ethereal and tranquil scene. the sky is filled with fluffy white, grey clouds, adding to the serene atmosphere. a person can be seen standing in the foreground, taking in the beauty of the scene.\n\nnature, clouds, sky, water, reflection, mountains, lake, fog, mountain, lakefront, reflection in water, mountain peak, lake shore, foggy, mountain range, lake reflection\n\ncamera_angle: from the side, art_style: photo realistic, location: lake, background: mountains with snow capped peaks and trees, text: NA, image_composition: middle, clothing: NA;NA, hair_style : NA;na, distance_to_camera: full body;full body, hair _color: NA>, facial_expression: NA: NA|NA, action: NA | hair_color: blue;NA;NA , accessory: NA/NA, pants: NA"
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}
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