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---
dataset_info:
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---
# Dataset Card for BasicShapes10K
## Table of Contents
- [Table of Contents](#table-of-contents)
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [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)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** https://eezy.com
### Dataset Summary
This is a synthetic dataset containing randomly-generated SVGs with various shapes
### Supported Tasks and Leaderboards
NA
### Languages
NA
## Dataset Structure
The dataset is composed of 4 base domains, plus a 'mixed' domain that is a superset of the other 4:
* `circles` - only circles
* `squares` - only squares
* `squares_and_circles` - circles and squares present in the same svg
* `scer` - squares, circles, ellipses, and rectangles present in the same svg
* `mixed` - an aggregation of all of the above
### Data Instances
There's stuff there
### Data Fields
Each example has 4 fields:
* `svg` - the raw svg as a string
* `png` - a raster rendering of the svg with a white background
* `object_mask` - a black/white mask that defines the outlines of the svg objects
* `layer_mask` - a greyscale mask that defines layers of svg objects - overlap regions are brighter. Created by making all the objects white and semi-transparent
### Data Splits
Train & validation include the layer and object masks, test does not
## Dataset Creation
Generated by randomly inserting objects into an SVG.
### Curation Rationale
Objects should have at least 50% of their bounding box visible - i.e. no big circle completely obscuring a little circle
### Source Data
`/dev/urandom`
#### Initial Data Collection and Normalization
NA
#### Who are the source language producers?
NA
### Annotations
see [Data Fields](#data-fields)
#### Annotation process
see [Data Fields](#data-fields)
#### Who are the annotators?
Imagemagick/pysvg
### Personal and Sensitive Information
Unlikely
## Considerations for Using the Data
Please do not use for world domination.
### Social Impact of Dataset
NA
### Discussion of Biases
Dataset is highly biased against triangles and concave shapes
### Other Known Limitations
Color selection is pretty limited.
## Additional Information
### Dataset Curators
[Aleks Clark](https://github.com/aleksclark)
### Licensing Information
CC-BY
### Citation Information
Link it I guess?
### Contributions
Thanks to [@aleksclark](https://github.com/aleksclark) for adding this dataset.
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