synthetic-data topic

List synthetic-data repositories

STR-Fewer-Labels

170
Stars
27
Forks
Watchers

Scene Text Recognition (STR) methods trained with fewer real labels (CVPR 2021)

syndata-generation

286
Stars
71
Forks
Watchers

Code used to generate synthetic scenes and bounding box annotations for object detection. This was used to generate data used in the Cut, Paste and Learn paper

Kinetic-GAN

66
Stars
15
Forks
Watchers

Code for the paper "Generative Adversarial Graph Convolutional Networks for Human Action Synthesis", WACV 2022

machine-learning-for-trading

12.0k
Stars
3.9k
Forks
333
Watchers

Code for Machine Learning for Algorithmic Trading, 2nd edition.

BlenderProc

2.6k
Stars
432
Forks
Watchers

A procedural Blender pipeline for photorealistic training image generation

synthea

2.0k
Stars
609
Forks
Watchers

Synthetic Patient Population Simulator

plaitpy

426
Stars
22
Forks
Watchers

plait.py - a fake data modeler

mimesis

4.3k
Stars
328
Forks
Watchers

Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.

pydbgen

297
Stars
59
Forks
Watchers

Random dataframe and database table generator