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A python library that helps you create synthetic 2D point clouds dataset

Project description

Sydraw


PyPI License PyPI Version PyPI Downloads

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

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