
# textures-color-normal-1k

## Table of Contents
- [Table of Contents](#table-of-contents)
- [Dataset Description](#dataset-description)
  - [Dataset Summary](#dataset-summary)
- [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-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](https://ambientcg.com/).

## 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 image
* `normal`: 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](https://github.com/carson-katri/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](https://ambientcg.com/)'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](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:image-to-image size_categories:1K<n<10K license:cc0-1.0 region:us
{"license": "cc0-1.0", "size_categories": ["1K<n<10K"], "task_categories": ["image-to-image"], "dataset_info": {"features": [{"name": "color", "dtype": "image"}, {"name": "normal", "dtype": "image"}], "splits": [{"name": "train", "num_bytes": 110631687.194, "num_examples": 1426}], "download_size": 111043422, "dataset_size": 110631687.194}}
TAGS
#task_categories-image-to-image #size_categories-1K<n<10K #license-cc0-1.0 #region-us 

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


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


* Table of Contents
* Dataset Description
	+ Dataset Summary
* 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-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 image
* 'normal': the normal map as a PIL image


### Data Splits



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.


[N/A]


### Contributions


Thanks to @carson-katri for adding this dataset.



### 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 image
* 'normal': the normal map as a PIL image ### Data Splits



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.


[N/A] ### Contributions


Thanks to @carson-katri for adding this dataset.
TAGS
#task_categories-image-to-image #size_categories-1K<n<10K #license-cc0-1.0 #region-us 
 ### 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 image
* 'normal': the normal map as a PIL image ### Data Splits



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.


[N/A] ### Contributions


Thanks to @carson-katri for adding this dataset.