color
image | normal
image |
|---|---|
textures-color-normal-1k
Dataset Summary
The textures-color-normal-1k dataset is an image dataset of 1000+ color and normal map textures in 512x512 resolution.
The dataset was created for use in image to image tasks.
It contains a combination of CC0 procedural and photoscanned PBR materials from ambientCG.
Dataset Structure
Data Instances
Each data point contains a 512x512 color texture and the corresponding 512x512 normal map.
Data Fields
color: the color texture as a PIL imagenormal: the normal map as a PIL image
Data Splits
| train | |
|---|---|
| ambientCG | 1426 |
Dataset Creation
Curation Rationale
textures-color-normal-1k was created to provide an accesible source of data for automating 3D-asset creation workflows.
The Dream Textures add-on is one such tool providing AI automation in Blender.
By training models designed for image to image tasks, this particular use-case can be more accurately automated.
Source Data
Initial Data Collection and Normalization
The data was obtained from ambientCG's CC0 textures. Only the color and normal maps were included in this dataset.
Additional Information
Dataset Curators
The dataset was created by Carson Katri, with the images being provided by ambientCG.
Licensing Information
All of the images used in this dataset are CC0.
Citation Information
[N/A]
Contributions
Thanks to @carson-katri for adding this dataset.
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