diff --git a/.gitattributes b/.gitattributes
index 1ef325f1b111266a6b26e0196871bd78baa8c2f3..69c408b6010dd4100899dfbe52f1d2b2684534de 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -57,3 +57,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+images/preppy/Not[[:space:]]every[[:space:]]birthday[[:space:]]outfit[[:space:]]needs[[:space:]]to[[:space:]]be[[:space:]]over[[:space:]]the[[:space:]]top….jfif filter=lfs diff=lfs merge=lfs -text
+images/preppy/Stylish[[:space:]]Men[[:space:]]_[[:space:]]Fashion[[:space:]]Boy[[:space:]]_[[:space:]]Luxury[[:space:]]Vibe[[:space:]][[:space:]]\#luxury….jfif filter=lfs diff=lfs merge=lfs -text
+images/preppy/The[[:space:]]sweater[[:space:]]vest[[:space:]]trend[[:space:]]is[[:space:]]still[[:space:]]going[[:space:]]strong,[[:space:]]and….jfif filter=lfs diff=lfs merge=lfs -text
diff --git a/README.md b/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..ac62757d881a5101cef48b3f70f9538de245957b
--- /dev/null
+++ b/README.md
@@ -0,0 +1,33 @@
+---
+pretty_name: The Culture Caption Dataset
+language:
+  - en
+license: cc-by-4.0
+tags:
+  - fashion
+  - captions
+  - multimodal
+task_categories:
+  - image-to-text
+size_categories:
+  - n<1K
+---
+
+# image-captioner2
+
+## Dataset Summary
+- Total labelled looks: 16
+- Total images: 73
+- Size bucket (examples): n<1K
+- Archetype labels: athleisure, casual, classic, formal, minimalist, preppy, streetwear
+- Detected items covered: belt, dress, long sleeved hoodie, long sleeved shirt, pullover, scarf, short sleeved shirt, tie, trousers, vest
+- Colour palette: beige, black, brown, dark blue, gray, grey, lemongrass, light blue, navy, red, taupe-beige, white
+- Materials represented: cotton, cotton blend, denim, elanstane, fleece, leather, metal, polyester, rayon, satin, wool, wool blend
+- Style tags observed: athleisure, boxy, button up, casual, chinos, classic, corset, cuffed, drop shoulder, fitted, formal, graphic, half-zip, jeans, kangaroo pocket, light wash, mini dress, minimalist, oversized, palazzo, pleated, polo, preppy, quarter-zip, regular fit, ribbed, rolled-up sleeves, scrunch-bottom, slacks, slim fit, solid, strapless, streetwear, striped, suit, sweatpants, thumbholes, wide leg
+
+## Usage
+Each record links an image with caption metadata, detected items, colours, materials, style tags, and an archetype label.
+Load `captions_base.json` directly for the full annotations, or stream the images folder for fine-tuning pipelines.
+
+## Update Log
+Latest upload via automation on 2026-01-02 03:01 UTC.
diff --git a/captions_base.json b/captions_base.json
new file mode 100644
index 0000000000000000000000000000000000000000..acb2db085ae9161ad0dbc87e5c843384b9931ec8
--- /dev/null
+++ b/captions_base.json
@@ -0,0 +1,472 @@
+[
+  {
+    "image": "C:/data/THE_CULTURE/caption_gen/crops/preppy/ModernPrep11-900x1350_crop_0_Trousers-Belt.png",
+    "caption": "A preppy, solid beige regular fit cotton pair of slacks with a brown belt made of leather with a metal buckle.",
+    "detected_items": [
+      "trousers",
+      "belt"
+    ],
+    "colors": [
+      "beige",
+      "brown"
+    ],
+    "materials": [
+      "cotton",
+      "leather",
+      "metal"
+    ],
+    "style_tags": [
+      "solid",
+      "regular fit",
+      "slacks",
+      "minimalist",
+      "preppy"
+    ],
+    "brand": "unbranded",
+    "gender": "menswear",
+    "archetype_label": "preppy",
+    "is_crop": true,
+    "parent_image": "ModernPrep11-900x1350",
+    "split": "train",
+    "file_name": "C:/data/THE_CULTURE/caption_gen/crops/preppy/ModernPrep11-900x1350_crop_0_Trousers-Belt.png"
+  },
+  {
+    "image": "C:/data/THE_CULTURE/caption_gen/crops/preppy/ModernPrep11-900x1350_crop_1_Short-Sleeved-Shirt-Scarf.png",
+    "caption": "A preppy, solid grey regular fit short sleeved cotton polo ralph lauren shirt and a ribbed wool navy scarf. ",
+    "detected_items": [
+      "short sleeved shirt",
+      "scarf"
+    ],
+    "colors": [
+      "grey",
+      "navy"
+    ],
+    "materials": [
+      "wool",
+      "cotton"
+    ],
+    "style_tags": [
+      "solid",
+      "regular fit",
+      "ribbed",
+      "polo",
+      "minimalist",
+      "preppy"
+    ],
+    "brand": "polo ralph lauren",
+    "gender": "menswear",
+    "archetype_label": "preppy",
+    "is_crop": true,
+    "parent_image": "ModernPrep11-900x1350",
+    "split": "train",
+    "file_name": "C:/data/THE_CULTURE/caption_gen/crops/preppy/ModernPrep11-900x1350_crop_1_Short-Sleeved-Shirt-Scarf.png"
+  },
+  {
+    "image": "C:/data/THE_CULTURE/caption_gen/crops/minimalist/done/web_0_crop_0_Long-Sleeved-Hoodie.png",
+    "caption": "A minimalist, black oversized graphic Helmut Lang long sleeved hoodie that says 'HELMUT LANG LIMITED EDITION HOODIE BY HELMUT LANG XX|XX|XXXX NEW YORK * N.Y. * 10014 SELECT STORES WORLDWIDE WWW.HELMUTLANG.COM' in white letters on the back.",
+    "detected_items": [
+      "long sleeved hoodie"
+    ],
+    "colors": [
+      "black",
+      "white"
+    ],
+    "materials": [
+      "cotton"
+    ],
+    "style_tags": [
+      "minimalist",
+      "oversized",
+      "graphic"
+    ],
+    "brand": "helmut lang",
+    "gender": "menswear",
+    "archetype_label": "minimalist",
+    "is_crop": true,
+    "parent_image": "web_0",
+    "origin": "web",
+    "source_post_id": 2,
+    "split": "train",
+    "file_name": "C:/data/THE_CULTURE/caption_gen/crops/minimalist/done/web_0_crop_0_Long-Sleeved-Hoodie.png"
+  },
+  {
+    "image": "C:/data/THE_CULTURE/caption_gen/crops/minimalist/done/Screenshot-2025-12-30-110533_crop_0_Short-Sleeved-Shirt.png",
+    "caption": "A minimalist, solid black oversized, boxy, drop shoulder, short sleeved shirt made of cotton.",
+    "detected_items": [
+      "short sleeved shirt"
+    ],
+    "colors": [
+      "black"
+    ],
+    "materials": [
+      "cotton"
+    ],
+    "style_tags": [
+      "oversized",
+      "solid",
+      "minimalist",
+      "boxy",
+      "drop shoulder"
+    ],
+    "brand": "unbranded",
+    "gender": "unisex",
+    "archetype_label": "minimalist",
+    "is_crop": true,
+    "parent_image": "Screenshot-2025-12-30-110533",
+    "origin": "manual",
+    "split": "train",
+    "file_name": "C:/data/THE_CULTURE/caption_gen/crops/minimalist/done/Screenshot-2025-12-30-110533_crop_0_Short-Sleeved-Shirt.png"
+  },
+  {
+    "image": "C:/data/THE_CULTURE/caption_gen/crops/minimalist/done/Screenshot-2025-12-30-110533_crop_1_Sweatpants.png",
+    "caption": "A minimalist, brown pair of oversized scrunch-bottom sweatpants made of cotton.",
+    "detected_items": [
+      "trousers"
+    ],
+    "colors": [
+      "brown"
+    ],
+    "materials": [
+      "cotton"
+    ],
+    "style_tags": [
+      "minimalist",
+      "oversized",
+      "scrunch-bottom",
+      "sweatpants",
+      "casual"
+    ],
+    "brand": "unbranded",
+    "gender": "unisex",
+    "archetype_label": "minimalist",
+    "is_crop": true,
+    "parent_image": "Screenshot-2025-12-30-110533",
+    "origin": "manual",
+    "split": "train",
+    "file_name": "C:/data/THE_CULTURE/caption_gen/crops/minimalist/done/Screenshot-2025-12-30-110533_crop_1_Sweatpants.png"
+  },
+  {
+    "image": "C:/data/THE_CULTURE/caption_gen/crops/minimalist/done/37ce2b5313abad967b4ba0b36efe236f_crop_0_T-Shirt.png",
+    "caption": "A minimalist, solid black short sleeved shirt made of cotton.",
+    "detected_items": [
+      "short sleeved shirt"
+    ],
+    "colors": [
+      "black"
+    ],
+    "materials": [
+      "cotton"
+    ],
+    "style_tags": [
+      "solid",
+      "minimalist",
+      "drop shoulder"
+    ],
+    "brand": "unbranded",
+    "gender": "unisex",
+    "archetype_label": "minimalist",
+    "is_crop": true,
+    "parent_image": "37ce2b5313abad967b4ba0b36efe236f",
+    "origin": "manual",
+    "split": "train",
+    "file_name": "C:/data/THE_CULTURE/caption_gen/crops/minimalist/done/37ce2b5313abad967b4ba0b36efe236f_crop_0_T-Shirt.png"
+  },
+  {
+    "image": "C:/data/THE_CULTURE/caption_gen/crops/minimalist/done/37ce2b5313abad967b4ba0b36efe236f_crop_1_Chinos.png",
+    "caption": "A minimalist, regular fit solid gray pair of cuffed chinos made of cotton.",
+    "detected_items": [
+      "trousers"
+    ],
+    "colors": [
+      "gray"
+    ],
+    "materials": [
+      "cotton"
+    ],
+    "style_tags": [
+      "solid",
+      "cuffed",
+      "slacks",
+      "chinos",
+      "minimalist",
+      "regular fit",
+      "casual"
+    ],
+    "brand": "unbranded",
+    "gender": "menswear",
+    "archetype_label": "minimalist",
+    "is_crop": true,
+    "parent_image": "37ce2b5313abad967b4ba0b36efe236f",
+    "origin": "manual",
+    "split": "train",
+    "file_name": "C:/data/THE_CULTURE/caption_gen/crops/minimalist/done/37ce2b5313abad967b4ba0b36efe236f_crop_1_Chinos.png"
+  },
+  {
+    "image": "C:/data/THE_CULTURE/caption_gen/crops/casual/done/Screenshot-2025-12-30-114857_crop_0_Jeans.png",
+    "caption": "A casual, oversized, light blue light-wash pair of denim jeans",
+    "detected_items": [
+      "trousers"
+    ],
+    "colors": [
+      "light blue"
+    ],
+    "materials": [
+      "denim"
+    ],
+    "style_tags": [
+      "oversized",
+      "casual",
+      "minimalist",
+      "light wash",
+      "jeans"
+    ],
+    "brand": "unbranded",
+    "gender": "menswear",
+    "archetype_label": "casual",
+    "is_crop": true,
+    "parent_image": "Screenshot-2025-12-30-114857",
+    "origin": "manual",
+    "split": "train",
+    "file_name": "C:/data/THE_CULTURE/caption_gen/crops/casual/done/Screenshot-2025-12-30-114857_crop_0_Jeans.png"
+  },
+  {
+    "image": "C:/data/THE_CULTURE/caption_gen/crops/casual/done/Screenshot-2025-12-30-114857_crop_1_Pullover.png",
+    "caption": "A casual, solid taupe-beige, quarter-zip pullover made of a cotton blend and fleece.",
+    "detected_items": [
+      "pullover"
+    ],
+    "colors": [
+      "taupe-beige"
+    ],
+    "materials": [
+      "cotton blend",
+      "fleece"
+    ],
+    "style_tags": [
+      "solid",
+      "casual",
+      "minimalist",
+      "preppy",
+      "quarter-zip"
+    ],
+    "brand": "unbranded",
+    "gender": "menswear",
+    "archetype_label": "casual",
+    "is_crop": true,
+    "parent_image": "Screenshot-2025-12-30-114857",
+    "origin": "manual",
+    "split": "train",
+    "file_name": "C:/data/THE_CULTURE/caption_gen/crops/casual/done/Screenshot-2025-12-30-114857_crop_1_Pullover.png"
+  },
+  {
+    "image": "C:/data/THE_CULTURE/caption_gen/crops/classic/done/eaae205d4ccd4bdcfa782ef3dbd56e79_crop_0_Pants.png",
+    "caption": "A classic, white pair of pleated wide legged cuffed oversized palazzo trousers made of polyester and rayon.",
+    "detected_items": [
+      "trousers"
+    ],
+    "colors": [
+      "white"
+    ],
+    "materials": [
+      "polyester",
+      "rayon"
+    ],
+    "style_tags": [
+      "solid",
+      "wide leg",
+      "palazzo",
+      "oversized",
+      "pleated",
+      "cuffed"
+    ],
+    "brand": "unbranded",
+    "gender": "womenswear",
+    "archetype_label": "classic",
+    "is_crop": true,
+    "parent_image": "eaae205d4ccd4bdcfa782ef3dbd56e79",
+    "origin": "manual",
+    "split": "train",
+    "file_name": "C:/data/THE_CULTURE/caption_gen/crops/classic/done/eaae205d4ccd4bdcfa782ef3dbd56e79_crop_0_Pants.png"
+  },
+  {
+    "image": "C:/data/THE_CULTURE/caption_gen/crops/classic/done/eaae205d4ccd4bdcfa782ef3dbd56e79_crop_1_Button-Down-Shirt.png",
+    "caption": "A classic, white and dark blue striped long sleeved button-up shirt with rolled-up sleeves made of cotton and polyester.",
+    "detected_items": [
+      "long sleeved shirt"
+    ],
+    "colors": [
+      "white",
+      "dark blue"
+    ],
+    "materials": [
+      "cotton",
+      "polyester"
+    ],
+    "style_tags": [
+      "striped",
+      "classic",
+      "button up",
+      "rolled-up sleeves"
+    ],
+    "brand": "unbranded",
+    "gender": "womenswear",
+    "archetype_label": "classic",
+    "is_crop": true,
+    "parent_image": "eaae205d4ccd4bdcfa782ef3dbd56e79",
+    "origin": "manual",
+    "split": "train",
+    "file_name": "C:/data/THE_CULTURE/caption_gen/crops/classic/done/eaae205d4ccd4bdcfa782ef3dbd56e79_crop_1_Button-Down-Shirt.png"
+  },
+  {
+    "image": "C:/data/THE_CULTURE/caption_gen/crops/minimalist/done/Screenshot-2025-12-30-111628_crop_0_dress.png",
+    "caption": "A minimalist, satin solid red fitted strapless mini dress with a corset-style bodice.",
+    "detected_items": [
+      "dress"
+    ],
+    "colors": [
+      "red"
+    ],
+    "materials": [
+      "satin"
+    ],
+    "style_tags": [
+      "solid",
+      "fitted",
+      "minimalist",
+      "solid",
+      "strapless",
+      "mini dress",
+      "corset"
+    ],
+    "brand": "unbranded",
+    "gender": "womenswear",
+    "archetype_label": "minimalist",
+    "is_crop": true,
+    "parent_image": "Screenshot-2025-12-30-111628",
+    "origin": "manual",
+    "split": "train",
+    "file_name": "C:/data/THE_CULTURE/caption_gen/crops/minimalist/done/Screenshot-2025-12-30-111628_crop_0_dress.png"
+  },
+  {
+    "image": "C:/data/THE_CULTURE/caption_gen/crops/formal/done/Screenshot-2025-12-30-112242_crop_0_suit-vest.png",
+    "caption": "A formal, suit with a wool blend and polyester slim-fit solid white button-up, black vest and grey tie.",
+    "detected_items": [
+      "long sleeved shirt",
+      "vest",
+      "tie"
+    ],
+    "colors": [
+      "black",
+      "white",
+      "grey"
+    ],
+    "materials": [
+      "wool blend",
+      "polyester"
+    ],
+    "style_tags": [
+      "formal",
+      "slim fit",
+      "classic",
+      "button up",
+      "solid",
+      "suit"
+    ],
+    "brand": "unbranded",
+    "gender": "menswear",
+    "archetype_label": "formal",
+    "is_crop": true,
+    "parent_image": "Screenshot-2025-12-30-112242",
+    "origin": "manual",
+    "split": "train",
+    "file_name": "C:/data/THE_CULTURE/caption_gen/crops/formal/done/Screenshot-2025-12-30-112242_crop_0_suit-vest.png"
+  },
+  {
+    "image": "C:/data/THE_CULTURE/caption_gen/crops/formal/done/Screenshot-2025-12-30-112242_crop_1_dress-pants.png",
+    "caption": "A formal, solid black pair of wool blend dress pants.",
+    "detected_items": [
+      "trousers"
+    ],
+    "colors": [
+      "black"
+    ],
+    "materials": [
+      "wool blend"
+    ],
+    "style_tags": [
+      "solid",
+      "slacks",
+      "formal",
+      "classic"
+    ],
+    "brand": "unbranded",
+    "gender": "menswear",
+    "archetype_label": "formal",
+    "is_crop": true,
+    "parent_image": "Screenshot-2025-12-30-112242",
+    "origin": "manual",
+    "split": "train",
+    "file_name": "C:/data/THE_CULTURE/caption_gen/crops/formal/done/Screenshot-2025-12-30-112242_crop_1_dress-pants.png"
+  },
+  {
+    "image": "C:/data/THE_CULTURE/caption_gen/crops/streetwear/done/Screenshot-2025-11-12-201506_crop_0_t-shirt.png",
+    "caption": "A streetwear, black oversized graphic drop shoulder palm angels short sleeved shirt made of cotton featuring the words 'Palm Angels' in a concave up shape.",
+    "detected_items": [
+      "short sleeved shirt"
+    ],
+    "colors": [
+      "black",
+      "white"
+    ],
+    "materials": [
+      "cotton"
+    ],
+    "style_tags": [
+      "graphic",
+      "minimalist",
+      "streetwear",
+      "oversized",
+      "drop shoulder"
+    ],
+    "brand": "palm angels",
+    "gender": "unisex",
+    "archetype_label": "streetwear",
+    "is_crop": true,
+    "parent_image": "Screenshot-2025-11-12-201506",
+    "origin": "manual",
+    "split": "train",
+    "file_name": "C:/data/THE_CULTURE/caption_gen/crops/streetwear/done/Screenshot-2025-11-12-201506_crop_0_t-shirt.png"
+  },
+  {
+    "image": "C:/data/THE_CULTURE/caption_gen/crops/athleisure/done/Screenshot-2025-11-13-153314_crop_0_sweatshirt.png",
+    "caption": "An athleisure, solid regular fit lemongrass long-sleeve half-zip hoodie made from elanstane, polyester and a cotton blend with a kangaroo pocket and thumbholes in the sleeves.",
+    "detected_items": [
+      "long sleeved hoodie"
+    ],
+    "colors": [
+      "lemongrass"
+    ],
+    "materials": [
+      "cotton blend",
+      "elanstane",
+      "polyester"
+    ],
+    "style_tags": [
+      "solid",
+      "half-zip",
+      "athleisure",
+      "casual",
+      "kangaroo pocket",
+      "thumbholes",
+      "regular fit"
+    ],
+    "brand": "lululemon",
+    "gender": "womenswear",
+    "archetype_label": "athleisure",
+    "is_crop": true,
+    "parent_image": "Screenshot-2025-11-13-153314",
+    "origin": "manual",
+    "split": "train",
+    "file_name": "C:/data/THE_CULTURE/caption_gen/crops/athleisure/done/Screenshot-2025-11-13-153314_crop_0_sweatshirt.png"
+  }
+]
\ No newline at end of file
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+version https://git-lfs.github.com/spec/v1
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new file mode 100644
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3366d56a9faaec3b6b720fb9f247546ccde31eeb3f5e93cb58b4f7c80605580f
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c94ae81dd005f5bc46ef4caeafe7b7e1338334cfcf35fd1cbe2400a5e4d86694
+size 119292
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new file mode 100644
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+{"file_name": "C:/data/THE_CULTURE/caption_gen/crops/formal/done/Screenshot-2025-12-30-112242_crop_0_suit-vest.png", "image": "C:/data/THE_CULTURE/caption_gen/crops/formal/done/Screenshot-2025-12-30-112242_crop_0_suit-vest.png", "split": "train", "caption": "A formal, suit with a wool blend and polyester slim-fit solid white button-up, black vest and grey tie.", "detected_items": ["long sleeved shirt", "vest", "tie"], "colors": ["black", "white", "grey"], "materials": ["wool blend", "polyester"], "style_tags": ["formal", "slim fit", "classic", "button up", "solid", "suit"], "archetype_label": "formal"}
+{"file_name": "C:/data/THE_CULTURE/caption_gen/crops/formal/done/Screenshot-2025-12-30-112242_crop_1_dress-pants.png", "image": "C:/data/THE_CULTURE/caption_gen/crops/formal/done/Screenshot-2025-12-30-112242_crop_1_dress-pants.png", "split": "train", "caption": "A formal, solid black pair of wool blend dress pants.", "detected_items": ["trousers"], "colors": ["black"], "materials": ["wool blend"], "style_tags": ["solid", "slacks", "formal", "classic"], "archetype_label": "formal"}
+{"file_name": "C:/data/THE_CULTURE/caption_gen/crops/streetwear/done/Screenshot-2025-11-12-201506_crop_0_t-shirt.png", "image": "C:/data/THE_CULTURE/caption_gen/crops/streetwear/done/Screenshot-2025-11-12-201506_crop_0_t-shirt.png", "split": "train", "caption": "A streetwear, black oversized graphic drop shoulder palm angels short sleeved shirt made of cotton featuring the words 'Palm Angels' in a concave up shape.", "detected_items": ["short sleeved shirt"], "colors": ["black", "white"], "materials": ["cotton"], "style_tags": ["graphic", "minimalist", "streetwear", "oversized", "drop shoulder"], "archetype_label": "streetwear"}
+{"file_name": "C:/data/THE_CULTURE/caption_gen/crops/athleisure/done/Screenshot-2025-11-13-153314_crop_0_sweatshirt.png", "image": "C:/data/THE_CULTURE/caption_gen/crops/athleisure/done/Screenshot-2025-11-13-153314_crop_0_sweatshirt.png", "split": "train", "caption": "An athleisure, solid regular fit lemongrass long-sleeve half-zip hoodie made from elanstane, polyester and a cotton blend with a kangaroo pocket and thumbholes in the sleeves.", "detected_items": ["long sleeved hoodie"], "colors": ["lemongrass"], "materials": ["cotton blend", "elanstane", "polyester"], "style_tags": ["solid", "half-zip", "athleisure", "casual", "kangaroo pocket", "thumbholes", "regular fit"], "archetype_label": "athleisure"}