A python library that helps you create synthetic 2D point clouds dataset
Project description
Sydraw
Sydraw is a python library that helps you create synthetic 2D point clouds for single/multi-model single/multi-class tasks.
It gives you the possibility to fix a set of hyper-parameters (i.e. outliers percentage, noise) for the parametric models you want to generate.
Single Class - Single Model | Single Class - Multi Model | Multi Class - Multi Model |
---|---|---|
Setup
Requirements
- Python 3.9+
Installation
Install it directly into an activated virtual environment:
$ pip install sydraw
or add it to your Poetry project:
$ poetry add sydraw
Usage
After installation, the package can be imported:
$ python
>>> import sydraw
>>> sydraw.__version__
Currently supported parametric models:
- circle
- ellipse
- line
- hyperbola
Project details
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