14,202 high-quality texture images and HDRI environments sourced from ambientcg.com. The dataset includes materials such as fabric, metal, wood, stone, concrete, and nature elements, as well as HDRI skyboxes. It was uploaded by nyuuzyou on June 13, 2025.
Use Cases
- Training generative AI models for texture synthesis based on the collection of material images.
- Creating realistic 3D scene renderings based on the HDRI skybox environments.
- Benchmarking material classification algorithms based on the diverse categories like fabric, metal, and wood.
- Augmenting datasets for computer vision tasks with high-quality background textures.
Strengths
- Contains 14,202 high-quality images, providing a substantial collection.
- Includes a diverse range of material categories explicitly listed: fabric, metal, wood, stone, concrete, and nature elements.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count is unknown, which may limit suitability assessment.
- Last updated 2025-06-13 20:20:46; freshness should be verified.
Provenance
- Source
- ambientcg.com
- Collection Method
- Original archives were downloaded, unpacked, and images were compressed using PNG optimization and JPEG quality compression.