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 65 6

table-evaluator

Evaluate real and synthetic datasets against each other

6K 92 28

blenderproc

A procedural Blender pipeline for photorealistic training image generation

5K 4K 508

datasety

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

4K 2 0

trdg

A synthetic data generator for text recognition

3K 4K 1K

misata

Python synthetic data generator for realistic multi-table test data, database seeding, and scenario simulation

2K 54 3

jabberjay

🦜 Synthetic Voice Detection

2K 9 1

zpy-zumo

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

2K 321 35

synctl

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

1K 7 1

synthtiger

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

1K 575 109

synthetic-data-kit

Tool for generating high quality Synthetic datasets

1K 2K 218

blendersynth

Synthetic Blender Dataset Production

1K 95 10

synpp

Synthetic population pipeline package for eqasim

1K 21 16

nhssynth

Package to accompany P41

789 5 3

bhepop2

Synthetic population enrichment from aggregated data

765 2 1

synloc

A Python package to create synthetic data from locally estimated distributions

689 3 0

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.

666 21 2