
# textures-color-1k

## Table of Contents
- [Table of Contents](#table-of-contents)
- [Dataset Description](#dataset-description)
  - [Dataset Summary](#dataset-summary)
  - [Languages](#languages)
- [Dataset Structure](#dataset-structure)
  - [Data Instances](#data-instances)
  - [Data Fields](#data-fields)
  - [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
  - [Curation Rationale](#curation-rationale)
  - [Source Data](#source-data)
- [Additional Information](#additional-information)
  - [Dataset Curators](#dataset-curators)
  - [Licensing Information](#licensing-information)
  - [Citation Information](#citation-information)
  - [Contributions](#contributions)

## Dataset Description

- **Homepage:**
- **Repository:**
- **Paper:**
- **Leaderboard:**
- **Point of Contact:**

### 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](https://ambientcg.com/).

### 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 image
* `text`: 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](https://github.com/carson-katri/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](https://ambientcg.com/)'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](https://ambientcg.com/).

### Licensing Information

All of the images used in this dataset are CC0.

### Citation Information

[N/A]

### Contributions

Thanks to [@carson-katri](https://github.com/carson-katri) for adding this dataset.
task_categories:text-to-image size_categories:1K<n<10K language:en license:cc0-1.0 region:us
{"language": ["en"], "license": "cc0-1.0", "size_categories": ["1K<n<10K"], "task_categories": ["text-to-image"], "dataset_info": {"features": [{"name": "image", "dtype": "image"}, {"name": "text", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 60933571.47, "num_examples": 1426}], "download_size": 58351352, "dataset_size": 60933571.47}}
TAGS
#task_categories-text-to-image #size_categories-1K<n<10K #language-English #license-cc0-1.0 #region-us 

textures-color-1k
=================


Table of Contents
-----------------


* Table of Contents
* Dataset Description
	+ Dataset Summary
	+ Languages
* Dataset Structure
	+ Data Instances
	+ Data Fields
	+ Data Splits
* Dataset Creation
	+ Curation Rationale
	+ Source Data
* Additional Information
	+ Dataset Curators
	+ Licensing Information
	+ Citation Information
	+ Contributions


Dataset Description
-------------------


* Homepage:
* Repository:
* Paper:
* Leaderboard:
* Point of Contact:


### 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 image
* 'text': the associated text description created by merging the material's tags


### Data Splits



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.


[N/A]


### Contributions


Thanks to @carson-katri for adding this dataset.



### 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 image
* 'text': the associated text description created by merging the material's tags ### Data Splits



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.


[N/A] ### Contributions


Thanks to @carson-katri for adding this dataset.
TAGS
#task_categories-text-to-image #size_categories-1K<n<10K #language-English #license-cc0-1.0 #region-us 
 ### 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 image
* 'text': the associated text description created by merging the material's tags ### Data Splits



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.


[N/A] ### Contributions


Thanks to @carson-katri for adding this dataset.