Update README.md

README.md

@@ -11,7 +11,100 @@ dataset_info:
     num_examples: 1447
   download_size: 52173880
   dataset_size: 59834059.794
+license: cc0-1.0
+task_categories:
+- text-to-image
+language:
+- en
+size_categories:
+- 1K<n<10K
 ---
-# Dataset Card for "textures-normal-1k"
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+# textures-normal-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-normal-1k` dataset is an image dataset of 1000+ normal map textures in 512x512 resolution with associated text descriptions.
+The dataset was created for training/fine-tuning models for text to image 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 normal map as a PIL image
+* `text`: the associated text description created by merging the material's tags
+
+### Data Splits
+
+|    | train |
+| -- | ----- |
+| ambientCG | 1447 |
+
+## Dataset Creation
+
+### Curation Rationale
+
+`textures-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 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 normal 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.