image
image
| text
string
|
|---|---|
 | "acoustic foam dampening sound sponge" |
 | "acoustic foam dampening sound sponge" |
 | "acoustic foam dampening sound sponge" |
 | "asphalt clean light modern new" |
 | "asphalt rough used" |
 | "asphalt dark flat grey road street" |
 | "asphalt grey light rough" |
 | "asphalt grey light rough street" |
 | "asphalt blue floor grey light rough street" |
 | "asphalt floor grey light rough street" |
 | "asphalt crack cracked cracks grey light rough" |
 | "asphalt clean flat" |
 | "asphalt clean dark flat" |
 | "asphalt clean crack cracked cracks dark flat" |
 | "asphalt clean crack cracked cracks dark flat" |
 | "asphalt clean crack cracked cracks dark flat" |
 | "asphalt clean concrete grey light" |
 | "asphalt dark grey road street" |
 | "asphalt damaged road street" |
 | "asphalt damaged road street" |
 | "asphalt damaged road street" |
 | "asphalt damaged road street" |
 | "asphalt clean dark grey smooth" |
 | "asphalt clean dark grey smooth" |
 | "asphalt broken crack cracked cracks dark gray grey" |
 | "asphalt broken crack cracked cracks dark gray grey" |
 | "asphalt smooth" |
 | "asphalt smooth" |
 | "bark dark rough tree wood wooden" |
 | "bark dark smooth tree wood wooden" |
 | "bark dark smooth tree wood wooden" |
 | "bark forest light smooth tree" |
 | "bark light smooth" |
 | "bark brown dark tree wood wooden" |
 | "bark brown light rough tree wood wooden" |
 | "bark brown green moss mossy tree wood wooden" |
 | "bark smooth" |
 | "bark brown green rough" |
 | "bark green grey moss mossy" |
 | "bark brown oak tree" |
 | "brick bricks dark red smooth" |
 | "brick bricks modern wall yellow" |
 | "bricks clean flat modern wall" |
 | "brick bricks clean modern mortar red rough wall" |
 | "brick bricks clean old wall" |
 | "brick bricks clean old rough wall" |
 | "brick bricks church clean flat medival old sandstone stone wall" |
 | "brick bricks modern red small wall" |
 | "brick bricks modern red small wall" |
 | "brick bricks clean modern red rough" |
 | "brick bricks clean modern red rough" |
 | "brick bricks dark greysmall" |
 | "brick bricks broken dark medival old red rough" |
 | "black brick bricks dark modern wall" |
 | "brick bricks clean flat modern yellow" |
 | "brick bricks clean flat modern red" |
 | "brick bricks dark medival old vintage" |
 | "brick bricks city clean modern wall white" |
 | "brick bricks clean light modern red smooth standard" |
 | "brick bricks industrial mortar orange wall" |
 | "brick bricks clean industrial modern mortar orange" |
 | "brick bricks old red rustic vintage" |
 | "beige brick bricks medival stone" |
 | "brick bricks modern orange red wall" |
 | "brick bricks old red vintage wall" |
 | "blue brick bricks dark grey modern" |
 | "brick bricks modern orange red wall" |
 | "brick bricks industrial modern orange red" |
 | "brick bricks modern stone wall" |
 | "brick bricks modern stone wall" |
 | "brick bricks gray grey light modern stone wall" |
 | "brick bricks modern stone wall" |
 | "brick bricks dark gray grey modern stone wall" |
 | "brick bricks modern stone wall" |
 | "brick bricks modern stone wall" |
 | "brick bricks old rustic sloppy wall" |
 | "brick bricks old wall white" |
 | "brick bricks mortar orange sloppy stone wall" |
 | "brick bricks grey mortar sloppy stone wall" |
 | "brick bricks mortar orange sloppy stone wall yellow" |
 | "brick bricks mortar red sloppy stone wall" |
 | "beige brick bricks mortar sloppy stone wall" |
 | "beige brick bricks mortar sloppy stone wall" |
 | "brick bricks brown mortar orange sloppy stone wall" |
 | "brick bricks mortar old sloppy stone wall" |
 | "brick bricks broken mortar old orange sloppy stone wall" |
 | "brick bricks mortar sloppy stone wall white" |
 | "brick bricks dark mortar sloppy stone wall" |
 | "brick bricks mortar orange sloppy stone wall" |
 | "brick bricks modern orange red wall" |
 | "brick bricks industrial red" |
 | "brick bricks wall yellow" |
 | "brick bricks brown wall" |
 | "brick bricks brown grey wall" |
 | "black brick bricks grey wall" |
 | "brick bricks brown wall" |
 | "black brick bricks wall" |
 | "brick bricks red wall" |
 | "brick bricks bright light wall white" |
 | "brick bricks grey stone wall" |
textures-color-1k
Dataset Summary
The textures-color-1k dataset is an image dataset of 1000+ color image textures in 512x512 resolution with associated text descriptions.
The dataset was created for training/fine-tuning diffusion models on texture generation tasks.
It contains a combination of CC0 procedural and photoscanned PBR materials from ambientCG.
Languages
The text descriptions are in English, and created by joining the tags of each material with a space character.
Dataset Structure
Data Instances
Each data point contains a 512x512 image and and additional text feature containing the description of the texture.
Data Fields
image: the color texture as a PIL imagetext: the associated text description created by merging the material's tags
Data Splits
| train | |
|---|---|
| ambientCG | 1426 |
Dataset Creation
Curation Rationale
textures-color-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 fine-tuning models such as Stable Diffusion on textures, 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 maps were included in this dataset.
Text descriptions were synthesized by joining the tags associated with each material with a space.
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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