3D-FUTURE: 16,565 Furniture Models with Textures and Renders

16,565 furniture meshes constitute the 3D-FUTURE dataset, a collection of 3D models with textures and rendered images. The dataset, hosted by user 'luckfort' on Hugging Face, includes raw OBJ files, materials, textures, and processed subsets for specific workflows. Its last recorded update was on 2026-06-13.

Use Cases

• Train 3D object generation models based on a large collection of textured furniture meshes.
• Benchmark 3D shape reconstruction algorithms using the provided normalized models and bounding boxes.
• Develop scene composition tools for interior design using categorized furniture assets.
• Create synthetic image datasets for computer vision by leveraging the pre-rendered image outputs.

Strengths

• Contains 16,565 distinct furniture models, providing a substantial asset library.
• Includes multiple representations per object: raw meshes, normalized meshes, materials, textures, and bounding boxes.
• Offers a processed subset of 1,655 objects with dedicated rendering pipelines, as indicated in the directory structure.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Freshness should be verified as the last update timestamp is in the future (2026-06-13).

Provenance

Source

huggingface

Collection Method

Aggregated and organized from an original source; method not detailed.

Freshness

Last updated 2026-06-13 04:38:48