Synthetic Python Packages

pygrinder

PyGrinder: a Python toolkit for grinding data beans into the incomplete for real-world data simulation by introducing missing values with different missingness patterns, including MCAR (complete at random), MAR (at random), MNAR (not at random), sub sequence missing, and block missing

122K 66 6

blenderproc

A procedural Blender pipeline for photorealistic training image generation

5K 4K 508

table-evaluator

Evaluate real and synthetic datasets against each other

5K 92 28

trdg

A synthetic data generator for text recognition

3K 4K 1K

datasety

CLI tool for dataset preparation: resize, align, caption, shuffle, synthetic, and mask generation.

2K 2 0

jabberjay

🦜 Synthetic Voice Detection

2K 10 1

misata

High-performance open-source synthetic data engine. Uses LLMs for schema design and vectorized NumPy for deterministic, scalable generation.

1K 55 3

blendersynth

Synthetic Rendering for Blender

1K 96 10

zpy-zumo

Synthetic data for computer vision. An open source toolkit using Blender and Python.

1K 321 35

synthtiger

Official Implementation of SynthTIGER (Synthetic Text Image Generator), ICDAR 2021

1K 573 109

synthetic-face-masks

A Python library for generating synthetic face datasets with facial region masks between different face images. This tool is designed for creating training datasets for computer vision and machine learning applications.

1K 0 0

synctl

CLI Tool for Synthetic Monitoring to Manage Synthetic Test and Locations Easily

954 7 1

synpp

Synthetic population pipeline code for eqasim

920 21 17

synthetic-data-kit

Tool for generating high quality Synthetic datasets

883 2K 219

bhepop2

Synthetic population enrichment from aggregated data

839 2 1

synloc

A Python package to create synthetic data from locally estimated distributions

724 3 0

nhssynth

Synthetic data generation pipeline leveraging a Differentially Private Variational Auto Encoder assessed using a variety of metrics

615 5 5

iftg

IFTG (ImageFromTextGenerator) is a Python package that simplifies creating robust datasets for OCR models. Generate images from text, apply over 10 built-in noise effects, and customize fonts and layouts. IFTG supports all languages and offers endless noise combinations, including custom noise creation.

481 21 2