Sydraw
A Python library designed to synthesize data points for parametric models, incorporating noise and outliers. This tool aids in generating realistic datasets for model testing and validation.
August 20, 2021
High level overview
Sydraw is a python library that helps you create synthetic 2D point clouds for single/multi-model single/multi-class tasks.
Check out the links above for a comprehensive overview of its functionalities.
Supported Parametric Models
- Ellipses
- Circles
- Hyperbolas
- Lines
Hyperparameters
- number and tipology of parametric models
- number of total data points
- percentage of outliers (data points that do not belong to any model)
- percentage of noise corruption in each model
- Posted on:
- August 20, 2021
- Length:
- 1 minute read, 70 words
- See Also: