textures3 / README.md
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metadata
dataset_info:
  features:
    - name: image
      dtype: image
    - name: label
      dtype:
        class_label:
          names:
            '0': AmbientOcclusion
            '1': Color
            '2': Displacement
            '3': Metalness
            '4': NormalDX
            '5': NormalGL
            '6': Opacity
            '7': Roughness
  splits:
    - name: train
      num_bytes: 1843104179
      num_examples: 843
    - name: validation
      num_bytes: 484390783
      num_examples: 211
  download_size: 2327625226
  dataset_size: 2327494962
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: validation
        path: data/validation-*
license: cc-by-4.0
task_categories:
  - image-classification
  - zero-shot-image-classification
  - image-to-text
language:
  - en
tags:
  - blender
  - textures
  - materials
pretty_name: Textures
size_categories:
  - 1K<n<10K

Description

This is the third iteration and official release of a dataset curated to power the Materializer model for Blender. The dataset contains a range of labeled texture images that were sourced from ambientCG under their Creative Commons CC0 1.0 Universal License. These textures are designed to help in the classification of various material maps, which are essential for creating realistic 3D materials in Blender.

Future Plans

The dataset is still evolving, and I plan to expand it with a wider range of textures sourced from various online repositories. Feedback and contributions are welcome to help improve the dataset further.

References & Attributions

  • Dataset Source: AmbientCG
    • License: Creative Commons CC0 1.0 Universal License
    • Description: This dataset was created using various 1k images sourced from ambientCG.com. These images are licensed under the Creative Commons CC0 1.0 Universal License, allowing for free use and distribution.