feat(sample): add pre-processed sample wardrobe with 50 garments

Add "Cargar armario de ejemplo" button that instantly loads 50
pre-cataloged garments from Codatta/Fashion-1K dataset. Allows
demoing the full app (wardrobe, combinations, chat) without
waiting for VLM inference.

- scripts/build_sample_wardrobe.py: offline pipeline that downloads
Fashion-1K, runs detector + VLM, saves results to data/samples/
- data/samples/: 50 garment crops + catalog.json (1.7 MB)
- app.py: load_sample_wardrobe() handler + UI button in Capture tab

Co-authored-by: Cursor <cursoragent@cursor.com>

app.py

@@ -9,6 +9,7 @@ Built for the Build Small Hackathon (HuggingFace x Gradio, June 2026).
 import io
 import logging
 import os
+import shutil
 from pathlib import Path
 
 from dotenv import load_dotenv
@@ -166,6 +167,32 @@ def update_detection_backend(backend_name: str):
     return f"Backend actualizado: **{backend_name}**"
 
 
+# ---------------------------------------------------------------------------
+# Sample wardrobe handler
+# ---------------------------------------------------------------------------
+
+SAMPLES_DIR = Path(__file__).resolve().parent / "data" / "samples"
+DATA_DIR = Path(__file__).resolve().parent / "data"
+
+
+def load_sample_wardrobe():
+    """Load the pre-processed sample wardrobe into the active catalog."""
+    if not SAMPLES_DIR.exists() or not (SAMPLES_DIR / "catalog.json").exists():
+        return "Datos de ejemplo no disponibles. Ejecuta scripts/build_sample_wardrobe.py primero."
+
+    shutil.copy(SAMPLES_DIR / "catalog.json", DATA_DIR / "catalog.json")
+
+    dest = DATA_DIR / "garments"
+    dest.mkdir(parents=True, exist_ok=True)
+    src_garments = SAMPLES_DIR / "garments"
+    if src_garments.exists():
+        for img in src_garments.glob("*.jpg"):
+            shutil.copy(img, dest / img.name)
+
+    catalog = load_catalog()
+    return f"Cargadas **{len(catalog)}** prendas de ejemplo. Ve a 'Mi Armario' para explorarlas."
+
+
 # ---------------------------------------------------------------------------
 # Wardrobe tab handlers
 # ---------------------------------------------------------------------------
@@ -434,6 +461,19 @@ with gr.Blocks(title="Wardrobe AI") as demo:
             interactive=False,
         )
 
+        gr.Markdown("---")
+        with gr.Row():
+            sample_btn = gr.Button(
+                "Cargar armario de ejemplo (50 prendas)",
+                variant="secondary", size="sm",
+            )
+            sample_status = gr.Markdown()
+
+        sample_btn.click(
+            load_sample_wardrobe,
+            outputs=[sample_status],
+        )
+
         with gr.Accordion("⚙️ Ajustes de detección", open=False):
             available_backends = list_available()
             if not available_backends:

data/samples/catalog.json

@@ -0,0 +1,552 @@
+[
+  {
+    "type": "crop top",
+    "color": "black",
+    "material": "polyester",
+    "pattern": "striped",
+    "season": "summer",
+    "formality": "casual",
+    "description": "A black crop top with white stripes and a built-in corset-style bodice, offering a sporty and casual style.",
+    "id": "garment_001",
+    "image_ref": "garment_001.jpg"
+  },
+  {
+    "type": "crop top",
+    "color": "black",
+    "material": "unknown",
+    "pattern": "solid",
+    "season": "summer",
+    "formality": "casual",
+    "description": "A black crop top with a structured, fitted silhouette and white detailing along the neckline. It features a graphic print and is paired with bright neon green shorts and chunky black boots.",
+    "id": "garment_002",
+    "image_ref": "garment_002.jpg"
+  },
+  {
+    "type": "shorts",
+    "color": "lime green",
+    "material": "unknown",
+    "pattern": "solid",
+    "season": "summer",
+    "formality": "casual",
+    "description": "High-waisted, bright lime green shorts with a structured fit and pleats. They feature a black belt with a plastic buckle and are suitable for warm weather and casual outfits.",
+    "id": "garment_003",
+    "image_ref": "garment_003.jpg"
+  },
+  {
+    "type": "skirt",
+    "color": "blue",
+    "material": "denim",
+    "pattern": "solid",
+    "season": "spring",
+    "formality": "smart-casual",
+    "description": "A long, asymmetric denim skirt with a high-waisted fit and a ruffled hem. The skirt features a distressed and frayed edge, giving it a casual yet stylish appearance.",
+    "id": "garment_004",
+    "image_ref": "garment_004.jpg"
+  },
+  {
+    "type": "boots",
+    "color": "blue",
+    "material": "suede",
+    "pattern": "solid",
+    "season": "autumn",
+    "formality": "smart-casual",
+    "description": "Tall, pointed-toe suede boots with gold laces and a chunky heel. These boots have a sleek and sophisticated design, suitable for dressing up an outfit.",
+    "id": "garment_005",
+    "image_ref": "garment_005.jpg"
+  },
+  {
+    "type": "dress",
+    "color": "blue",
+    "material": "satin",
+    "pattern": "solid",
+    "season": "spring",
+    "formality": "smart-casual",
+    "description": "A light blue satin dress with a fitted bodice, puffed sleeves, and a wrap-style closure. The dress features a ruffled hem and is suitable for a semi-formal occasion.",
+    "id": "garment_006",
+    "image_ref": "garment_006.jpg"
+  },
+  {
+    "type": "dress",
+    "color": "blue",
+    "material": "satin",
+    "pattern": "solid",
+    "season": "spring",
+    "formality": "smart-casual",
+    "description": "A light blue satin dress with a fitted bodice, puffed sleeves, and a ruffled skirt. It features a double-button closure and a sophisticated, elegant style suitable for a dressy occasion.",
+    "id": "garment_007",
+    "image_ref": "garment_007.jpg"
+  },
+  {
+    "type": "dress",
+    "color": "black",
+    "material": "lace",
+    "pattern": "floral",
+    "season": "autumn",
+    "formality": "smart-casual",
+    "description": "This black lace dress features a floral pattern with gold accents and a flattering fit. The dress has a high neckline and ruffled sleeves, making it suitable for a dressy yet comfortable occasion.",
+    "id": "garment_008",
+    "image_ref": "garment_008.jpg"
+  },
+  {
+    "type": "shirt",
+    "color": "black",
+    "material": "satin",
+    "pattern": "striped",
+    "season": "summer",
+    "formality": "smart-casual",
+    "description": "A cropped satin shirt with a bold zebra print, featuring a tie-front closure and long sleeves. This stylish top is perfect for a warm weather outfit.",
+    "id": "garment_009",
+    "image_ref": "garment_009.jpg"
+  },
+  {
+    "type": "jacket",
+    "color": "silver",
+    "material": "leather",
+    "pattern": "solid",
+    "season": "autumn",
+    "formality": "smart-casual",
+    "description": "A cropped silver leather biker jacket with a belted waist and a classic motorcycle style. It features a shiny finish and a slim fit, suitable for layering in cooler weather.",
+    "id": "garment_010",
+    "image_ref": "garment_010.jpg"
+  },
+  {
+    "type": "pants",
+    "color": "blue",
+    "material": "denim",
+    "pattern": "striped",
+    "season": "spring",
+    "formality": "smart-casual",
+    "description": "High-waisted denim pants with black panels on the sides and legs, creating a modern and asymmetrical design. The fit is tailored and suitable for a stylish, casual yet put-together look.",
+    "id": "garment_011",
+    "image_ref": "garment_011.jpg"
+  },
+  {
+    "type": "boots",
+    "color": "black",
+    "material": "unknown",
+    "pattern": "solid",
+    "season": "all",
+    "formality": "smart-casual",
+    "description": "These black ankle boots feature a pointed toe and a chunky block heel, offering a sleek and modern style suitable for a variety of outfits.",
+    "id": "garment_012",
+    "image_ref": "garment_012.jpg"
+  },
+  {
+    "type": "blazer",
+    "color": "beige",
+    "material": "linen",
+    "pattern": "striped",
+    "season": "spring",
+    "formality": "smart-casual",
+    "description": "A light beige blazer with a double-breasted design and subtle vertical stripes, featuring gold-tone buttons and a relaxed fit suitable for smart-casual occasions.",
+    "id": "garment_013",
+    "image_ref": "garment_013.jpg"
+  },
+  {
+    "type": "top",
+    "color": "black",
+    "material": "satin",
+    "pattern": "solid",
+    "season": "summer",
+    "formality": "casual",
+    "description": "A black satin crop top with delicate lace trim along the neckline and straps, offering a sleek and minimalist style suitable for warm weather.",
+    "id": "garment_014",
+    "image_ref": "garment_014.jpg"
+  },
+  {
+    "type": "jeans",
+    "color": "blue",
+    "material": "denim",
+    "pattern": "solid",
+    "season": "spring",
+    "formality": "casual",
+    "description": "Wide-leg, light blue denim jeans with embroidered details and a relaxed fit, perfect for a casual summer outfit.",
+    "id": "garment_015",
+    "image_ref": "garment_015.jpg"
+  },
+  {
+    "type": "boots",
+    "color": "black",
+    "material": "leather",
+    "pattern": "solid",
+    "season": "all",
+    "formality": "casual",
+    "description": "Classic black leather Chelsea boots with a chunky platform sole and laces. These boots have a rugged, casual style suitable for everyday wear.",
+    "id": "garment_016",
+    "image_ref": "garment_016.jpg"
+  },
+  {
+    "type": "cardigan",
+    "color": "green",
+    "material": "knit",
+    "pattern": "plaid",
+    "season": "autumn",
+    "formality": "casual",
+    "description": "A cozy, oversized plaid cardigan in a muted green color with a v-neck and button closures. It has pockets and a relaxed fit, perfect for layering during the fall.",
+    "id": "garment_017",
+    "image_ref": "garment_017.jpg"
+  },
+  {
+    "type": "pants",
+    "color": "black",
+    "material": "leather",
+    "pattern": "solid",
+    "season": "autumn",
+    "formality": "smart-casual",
+    "description": "High-waisted black leather pants with a zip front and asymmetrical cut, creating a modern and edgy style suitable for a smart-casual look.",
+    "id": "garment_018",
+    "image_ref": "garment_018.jpg"
+  },
+  {
+    "type": "coat",
+    "color": "black",
+    "material": "woven",
+    "pattern": "striped",
+    "season": "autumn",
+    "formality": "smart-casual",
+    "description": "Oversized double-breasted coat in black and white stripes with a wide belt and decorative buckle. The coat has a relaxed fit and a structured silhouette, suitable for layering in cooler weather.",
+    "id": "garment_019",
+    "image_ref": "garment_019.jpg"
+  },
+  {
+    "type": "blazer",
+    "color": "black",
+    "material": "woven",
+    "pattern": "striped",
+    "season": "autumn",
+    "formality": "smart-casual",
+    "description": "A black and white striped blazer with a double-breasted design and a belted waist, creating a tailored yet stylish silhouette.",
+    "id": "garment_020",
+    "image_ref": "garment_020.jpg"
+  },
+  {
+    "type": "shirt",
+    "color": "light blue",
+    "material": "knit",
+    "pattern": "solid",
+    "season": "summer",
+    "formality": "casual",
+    "description": "A light blue, short-sleeved polo shirt with a v-neck and a slim fit, perfect for warm weather and casual occasions.",
+    "id": "garment_021",
+    "image_ref": "garment_021.jpg"
+  },
+  {
+    "type": "skirt",
+    "color": "orange",
+    "material": "leather",
+    "pattern": "solid",
+    "season": "autumn",
+    "formality": "smart-casual",
+    "description": "A high-waisted, A-line leather skirt in a vibrant orange color. It has a sleek and polished appearance suitable for a smart-casual outfit.",
+    "id": "garment_022",
+    "image_ref": "garment_022.jpg"
+  },
+  {
+    "type": "shoes",
+    "color": "orange",
+    "material": "suede",
+    "pattern": "solid",
+    "season": "autumn",
+    "formality": "smart-casual",
+    "description": "Elegant pointed-toe high heels in a vibrant orange suede, featuring a stiletto heel and a red sole. These shoes are a sophisticated choice for a dressy occasion.",
+    "id": "garment_023",
+    "image_ref": "garment_023.jpg"
+  },
+  {
+    "type": "top",
+    "color": "beige",
+    "material": "woven",
+    "pattern": "floral",
+    "season": "spring",
+    "formality": "smart-casual",
+    "description": "This beige top features a floral pattern and puffed sleeves, creating a romantic and slightly formal look. The square neckline and woven fabric suggest a lightweight and elegant design.",
+    "id": "garment_024",
+    "image_ref": "garment_024.jpg"
+  },
+  {
+    "type": "top",
+    "color": "beige",
+    "material": "silk",
+    "pattern": "floral",
+    "season": "spring",
+    "formality": "smart-casual",
+    "description": "This flowy, square-neck top features puffed sleeves and a delicate floral pattern in beige and orange tones. It has a relaxed fit and would be suitable for warmer weather occasions.",
+    "id": "garment_025",
+    "image_ref": "garment_025.jpg"
+  },
+  {
+    "type": "pants",
+    "color": "black",
+    "material": "unknown",
+    "pattern": "solid",
+    "season": "autumn",
+    "formality": "smart-casual",
+    "description": "Wide-leg black trousers with a high waist and a tailored fit, suitable for a sophisticated evening look.",
+    "id": "garment_026",
+    "image_ref": "garment_026.jpg"
+  },
+  {
+    "type": "dress",
+    "color": "black",
+    "material": "unknown",
+    "pattern": "solid",
+    "season": "autumn",
+    "formality": "formal",
+    "description": "A sleek, long-sleeved off-the-shoulder dress in black with a fitted silhouette and button closure. It features long gloves and is suitable for evening events or formal occasions.",
+    "id": "garment_027",
+    "image_ref": "garment_027.jpg"
+  },
+  {
+    "type": "dress",
+    "color": "black",
+    "material": "sequin",
+    "pattern": "sequined",
+    "season": "winter",
+    "formality": "formal",
+    "description": "A sleek, black sequin strapless mini dress with a shimmering effect, perfect for a glamorous evening event. The dress is paired with tall lace-up boots and a sparkly clutch.",
+    "id": "garment_028",
+    "image_ref": "garment_028.jpg"
+  },
+  {
+    "type": "dress",
+    "color": "black",
+    "material": "lace",
+    "pattern": "floral",
+    "season": "autumn",
+    "formality": "smart-casual",
+    "description": "This black lace dress features a high neckline, ruffled sleeves, and a fitted silhouette. It's a delicate and elegant piece suitable for a semi-formal occasion.",
+    "id": "garment_029",
+    "image_ref": "garment_029.jpg"
+  },
+  {
+    "type": "dress",
+    "color": "black",
+    "material": "lace",
+    "pattern": "floral",
+    "season": "autumn",
+    "formality": "smart-casual",
+    "description": "A black lace dress with a high neckline and ruffled sleeves, featuring a floral pattern and a fitted silhouette. It is paired with heels and jewelry for a sophisticated and elegant look.",
+    "id": "garment_030",
+    "image_ref": "garment_030.jpg"
+  },
+  {
+    "type": "dress",
+    "color": "black",
+    "material": "velvet",
+    "pattern": "solid",
+    "season": "winter",
+    "formality": "formal",
+    "description": "A fitted black velvet dress with dramatic puffed sleeves and a high neckline adorned with emerald green stones. It features a statement necklace and is suitable for a glamorous evening event.",
+    "id": "garment_031",
+    "image_ref": "garment_031.jpg"
+  },
+  {
+    "type": "dress",
+    "color": "black",
+    "material": "velvet",
+    "pattern": "solid",
+    "season": "winter",
+    "formality": "formal",
+    "description": "A fitted, short velvet dress with long sleeves adorned with emerald green embellishments. It is a luxurious and elegant piece suitable for formal occasions.",
+    "id": "garment_032",
+    "image_ref": "garment_032.jpg"
+  },
+  {
+    "type": "blazer",
+    "color": "black",
+    "material": "polyester",
+    "pattern": "solid",
+    "season": "all",
+    "formality": "smart-casual",
+    "description": "A cropped black blazer with a tie-front closure, featuring a tailored fit and a sleek, modern style.",
+    "id": "garment_033",
+    "image_ref": "garment_033.jpg"
+  },
+  {
+    "type": "bag",
+    "color": "black",
+    "material": "leather",
+    "pattern": "solid",
+    "season": "all",
+    "formality": "smart-casual",
+    "description": "A structured black leather handbag with a gold heart-shaped embellishment on the front. It features a detachable shoulder strap and a classic, sophisticated design.",
+    "id": "garment_034",
+    "image_ref": "garment_034.jpg"
+  },
+  {
+    "type": "skirt",
+    "color": "red",
+    "material": "denim",
+    "pattern": "solid",
+    "season": "spring",
+    "formality": "casual",
+    "description": "A short, fitted denim skirt in a vibrant red color with a button-down front and a classic style. It appears to be a casual garment suitable for warmer weather.",
+    "id": "garment_035",
+    "image_ref": "garment_035.jpg"
+  },
+  {
+    "type": "top",
+    "color": "black",
+    "material": "velvet",
+    "pattern": "floral",
+    "season": "autumn",
+    "formality": "smart-casual",
+    "description": "This black velvet top features a high neckline and embellished floral embroidery with red, white, and gold accents. It has a fitted silhouette and a halter neck design, suitable for a stylish and slightly dressy occasion.",
+    "id": "garment_036",
+    "image_ref": "garment_036.jpg"
+  },
+  {
+    "type": "bag",
+    "color": "red",
+    "material": "leather",
+    "pattern": "solid",
+    "season": "all",
+    "formality": "smart-casual",
+    "description": "A vibrant red, structured handbag with a curved silhouette and a detachable tassel strap. The bag features a gold logo detail and a sleek, modern design suitable for a variety of occasions.",
+    "id": "garment_037",
+    "image_ref": "garment_037.jpg"
+  },
+  {
+    "type": "dress",
+    "color": "black",
+    "material": "satin",
+    "pattern": "floral",
+    "season": "autumn",
+    "formality": "smart-casual",
+    "description": "A fitted black satin dress with a vibrant floral pattern of red and green, featuring a wrap-style bodice and a flattering silhouette.",
+    "id": "garment_038",
+    "image_ref": "garment_038.jpg"
+  },
+  {
+    "type": "boots",
+    "color": "black",
+    "material": "unknown",
+    "pattern": "solid",
+    "season": "autumn",
+    "formality": "smart-casual",
+    "description": "Tall, pointed-toe stiletto boots in black with a sleek, fitted design. These boots are suitable for a sophisticated and stylish look, perfect for cooler weather.",
+    "id": "garment_039",
+    "image_ref": "garment_039.jpg"
+  },
+  {
+    "type": "shirt",
+    "color": "red",
+    "material": "silk",
+    "pattern": "floral",
+    "season": "autumn",
+    "formality": "smart-casual",
+    "description": "A short-sleeved shirt with a V-neck and a floral pattern of red and black, featuring a structured fit and a ruffled skirt. It appears to be a stylish and slightly formal piece suitable for autumn wear.",
+    "id": "garment_040",
+    "image_ref": "garment_040.jpg"
+  },
+  {
+    "type": "blouse",
+    "color": "red",
+    "material": "silk",
+    "pattern": "floral",
+    "season": "spring",
+    "formality": "smart-casual",
+    "description": "A red and black silk blouse with a floral pattern and a gathered neckline, featuring short sleeves and a button-down closure. It appears to be a stylish and sophisticated piece suitable for warmer weather.",
+    "id": "garment_041",
+    "image_ref": "garment_041.jpg"
+  },
+  {
+    "type": "pants",
+    "color": "white",
+    "material": "unknown",
+    "pattern": "solid",
+    "season": "summer",
+    "formality": "smart-casual",
+    "description": "Wide-leg, high-waisted white pants with a relaxed fit, perfect for a stylish summer outfit.",
+    "id": "garment_042",
+    "image_ref": "garment_042.jpg"
+  },
+  {
+    "type": "blazer",
+    "color": "white",
+    "material": "unknown",
+    "pattern": "solid",
+    "season": "all",
+    "formality": "smart-casual",
+    "description": "A cropped white blazer with a tailored fit and a notched lapel, suitable for a smart-casual look.",
+    "id": "garment_043",
+    "image_ref": "garment_043.jpg"
+  },
+  {
+    "type": "pants",
+    "color": "pink",
+    "material": "unknown",
+    "pattern": "solid",
+    "season": "spring",
+    "formality": "smart-casual",
+    "description": "Wide-leg, pleated pink pants with a fitted waistband, offering a modern and stylish silhouette suitable for warmer weather and dressed-up occasions.",
+    "id": "garment_044",
+    "image_ref": "garment_044.jpg"
+  },
+  {
+    "type": "shirt",
+    "color": "white",
+    "material": "cotton",
+    "pattern": "striped",
+    "season": "spring",
+    "formality": "smart-casual",
+    "description": "A crisp white button-down shirt with a fitted silhouette and a subtle striped pattern. It features a collar, button-down closure, and a decorative belt at the waist.",
+    "id": "garment_045",
+    "image_ref": "garment_045.jpg"
+  },
+  {
+    "type": "dress",
+    "color": "white",
+    "material": "lace",
+    "pattern": "floral",
+    "season": "spring",
+    "formality": "smart-casual",
+    "description": "This white lace dress features a fitted bodice and a flared skirt with a delicate floral pattern. It has spaghetti straps and a decorative embellishment, suitable for a semi-formal occasion.",
+    "id": "garment_046",
+    "image_ref": "garment_046.jpg"
+  },
+  {
+    "type": "dress",
+    "color": "white",
+    "material": "lace",
+    "pattern": "floral",
+    "season": "spring",
+    "formality": "smart-casual",
+    "description": "A delicate white lace dress with a floral pattern and a fitted bodice, perfect for a light and airy spring occasion. The dress features spaghetti straps and a flared skirt.",
+    "id": "garment_047",
+    "image_ref": "garment_047.jpg"
+  },
+  {
+    "type": "crop top",
+    "color": "purple",
+    "material": "sequin",
+    "pattern": "solid",
+    "season": "spring",
+    "formality": "smart-casual",
+    "description": "A sparkly purple sequin crop top with a halter neckline and thin straps, offering a glamorous and stylish look for warmer weather.",
+    "id": "garment_048",
+    "image_ref": "garment_048.jpg"
+  },
+  {
+    "type": "bag",
+    "color": "purple",
+    "material": "suede",
+    "pattern": "quilted",
+    "season": "all",
+    "formality": "smart-casual",
+    "description": "A quilted purple suede shoulder bag with a classic Chanel logo closure and a comfortable handle. It has a structured design suitable for both casual and slightly more formal occasions.",
+    "id": "garment_049",
+    "image_ref": "garment_049.jpg"
+  },
+  {
+    "type": "dress",
+    "color": "light blue",
+    "material": "unknown",
+    "pattern": "floral",
+    "season": "spring",
+    "formality": "smart-casual",
+    "description": "A light blue, off-the-shoulder dress with a floral pattern and a wrap-style design, creating a flattering and elegant silhouette suitable for a semi-formal occasion.",
+    "id": "garment_050",
+    "image_ref": "garment_050.jpg"
+  }
+]