datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
PBR-Rooms
PBR-Rooms: A PBR-Complete Indoor Benchmark for Inverse Rendering Evaluation
Dataset Summary
PBR-Rooms is a synthetic indoor benchmark for evaluating multi-channel inverse rendering under physically based rendering (PBR) ground truth. It is designed to test whether models can recover both scene geometry and PBR material properties from RGB images.
The complete generated PBR-Rooms corpus contains 1,000 procedurally generated indoor scenes across five room categories:… See the full description on the dataset page: https://huggingface.co/datasets/pbr-rooms-benchmark/PBR-Rooms.pbr-materials
PBR Materials (MonoRelief V2 core)
Auto-generated PBR material set (10 materials). Each subfolder contains a complete PBR set:
Map
File
Format
Albedo
*_albedo.png
8-bit RGB
Height
*_height.png
16-bit grayscale
Normal
*_normal.png
8-bit RGB (OpenGL, Godot 4)
Roughness
*_roughness.png
8-bit grayscale
Metallic
*_metallic.png
8-bit grayscale
Pipeline
Generated using MonoRelief V2 (Fig. 7), Marigold-only variant:
Base depth — Marigold Depth… See the full description on the dataset page: https://huggingface.co/datasets/Zakhar1746/pbr-materials.cgaxis-pbr-materials-sample
CGAxis PBR Materials - Free Sample (Brick, Stone & Concrete)
A free, licensed sample of human-authored PBR material sets from CGAxis, a 3D content studio operating since 2008. This sample is a taster of the full CGAxis AI Data corpus (7,794 PBR material sets + 4,390 3D models) available for commercial AI-training licenses.
Every material ships as a complete, consistently named set of maps with explicit color space, bit depth and real-world scale, plus per-set metadata.json with… See the full description on the dataset page: https://huggingface.co/datasets/CGAxis/cgaxis-pbr-materials-sample.pbr-materials_V2
PBR Materials (MonoRelief V2 core)
Auto-generated PBR material set (10 materials). Each subfolder contains a complete PBR set:
Map
File
Format
Albedo
*_albedo.png
8-bit RGB
Height
*_height.png
16-bit grayscale
Normal
*_normal.png
8-bit RGB (OpenGL, Godot 4)
Roughness
*_roughness.png
8-bit grayscale
Metallic
*_metallic.png
8-bit grayscale
Pipeline
Generated using MonoRelief V2 (Fig. 7), Marigold-only variant:
Base depth — Marigold Depth… See the full description on the dataset page: https://huggingface.co/datasets/Zakhar1746/pbr-materials_V2.a23d-pbr-materials-sample
A23D PBR Materials — Sample for AI/ML Training
A sample from the A23D corpus of 100,000+ human-authored PBR materials, spanning a wide range of real-world material categories. This sample is provided for AI teams to inspect the quality, consistency, and per-map ground truth of A23D materials before licensing the full corpus.
Every material is authored in-house to a single production standard — giving consistency across resolution, channel packing, map conventions, naming, and… See the full description on the dataset page: https://huggingface.co/datasets/A23D/a23d-pbr-materials-sample.pbrpx
Dataset Card for PBRPX Asset Library
Dataset Summary
This dataset contains metadata for 710 physically-based rendering (PBR) assets from pbrpx.com, a CC0 asset library. The dataset includes comprehensive information about 3D models, textures, and materials with detailed file listings, download URLs, texture resolutions, and categorization data. Assets include nature elements (trees, rocks), architectural materials (brick, concrete), and various other 3D models with… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/pbrpx.ER2K_PBRtwitter-tianmeixiaomei-2024.08.04-1820050858782146880-PbRJISAGtRibgXZi-part1