latent-core/furniture-image-style-classifier 🖼️🔢 → ❓

▶️ 21 runs 📅 Jan 2026 ⚙️ Cog 0.16.9
image-classification product-tagging

About

Classifies furniture and home product images into style categories using confidence-aware prediction, returning labels only when the model is confident.

Example Output

Output

{"top_k":[{"prob":0.98,"label":"Loft/Industrial"},{"prob":0.04,"label":"Retro/Mid-Century"},{"prob":0.01,"label":"Minimal/Scandi"},{"prob":0.01,"label":"Luxury/Glam"},{"prob":0.01,"label":"Romantic/Vintage"}],"labels":["Loft/Industrial"],"threshold":0.5}

Performance Metrics

0.44s Prediction Time
113.88s Total Time
All Input Parameters 
{
  "image": "https://urbanmood.sg/cdn/shop/products/arthur_industrial_solid_wood_dining_table_1560598156_01770427.jpg",
  "threshold": 0.5
}
Input Parameters
image (required) Type: string
Input image
threshold Type: numberDefault: 0.35Range: 0 - 1
Return labels with prob >= threshold
Output Schema

Output

Type: object

Version Details
Version ID
e930f46da57d58f61457c43c508908eea542b8566fc520b671faa9f5f0b7cb9c
Version Created
January 13, 2026
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