data-generation

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IDEA-Research /Grounded-Segment-Anything

Star16.2k

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

speech image-editing caption data-generation 3d-whole-body-pose-estimation open-vocabulary-detection open-vocabulary-segmentation automatic-labeling-system

UpdatedSep 5, 2024
Jupyter Notebook

sdv-dev /SDV

Star2.6k

Synthetic data generation for tabular data

machine-learning deep-learning time-series generative-adversarial-network gan generative-model data-generation gans synthetic-data sdv multi-table synthetic-data-generation relational-datasets generative-ai generativeai

UpdatedMay 1, 2025
Python

benkeen /generatedata

Star2.3k

A powerful, feature-rich, random test data generator.

testing json data rest-api random randomization random-generation human-data data-generation test-data data-generator test-data-generator data-generators

UpdatedFeb 18, 2025
TypeScript

AgaMiko /data-augmentation-review

Star1.6k

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

review machine-learning survey generative-adversarial-network style-transfer data-generation data-augmentation image-augmentation data-synthesis autoaugment audio-augmentation data-augmentations augmentation-policies nlp-augmentation graph-data-augmentation

UpdatedAug 14, 2024

neomatrix369 /awesome-ai-ml-dl

Sponsor

Star1.5k

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

nlp docker data machine-learning natural-language-processing ai deep-learning time-series algorithms mathematica ml artificial-intelligence neural-networks data-generation graalvm graal intelligent-systems dl machine-intelligence cloud-devops

UpdatedJul 25, 2024
Jupyter Notebook

shuttle-hq /synth

Star1.4k

The Declarative Data Generator

rust postgres json data-generation hacktoberfest test-data-generator synthetic-data realistic-data

UpdatedSep 27, 2024
Rust

sdv-dev /CTGAN

Star1.4k

Conditional GAN for generating synthetic tabular data.

tabular-data generative-adversarial-network data-generation synthetic-data synthetic-data-generation

UpdatedApr 28, 2025
Python

whatyouhide /stream_data

Sponsor

Star899

Data generation and property-based testing for Elixir. 🔮

elixir quickcheck property-based-testing data-generation property-testing

UpdatedMar 28, 2025
Elixir

Westlake-AI /openmixup

Star650

CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark

benchmark machine-learning deep-learning pytorch data-generation semi-supervised-learning imagenet awesome-list data-augmentation mixup self-supervised-learning image-classifcation automix contrastive-learning vision-transformer masked-image-modeling awesome-mixup awesome-mim

UpdatedApr 9, 2025
Python

sdv-dev /Copulas

Star584

A library to model multivariate data using copulas.

machine-learning tabular-data generative-model data-generation synthetic-data copulas synthetic-data-generation generative-ai

UpdatedApr 30, 2025
Python

nomemory /mockneat

Star532

MockNeat - the modern faker lib.

java csv big-data randomization faker mocking random-generation data-generation java-8 random-number-generators lorem-ipsum data-generator faker-library fake-data faker-generator randomizer sample-data sql-insert arbitrary-data sample-data-generator

UpdatedMar 27, 2023
Java

tom-lord /regexp-examples

Star521

Generate strings that match a given regular expression

ruby regexp mri data-generation random-string

UpdatedMay 20, 2024
Ruby

MTG /DeepConvSep

Star475

Deep Convolutional Neural Networks for Musical Source Separation

theano deep-learning signal-processing data-generation convolutional-neural-networks audio-synthesis data-augmentation source-separation sample-querying score-synthesis

UpdatedJan 31, 2020
Python

Generate relevant synthetic data quickly for your projects. The Databricks Labs synthetic data generator (aka `dbldatagen`) may be used to generate large simulated / synthetic data sets for test, POCs, and other uses in Databricks environments including in Delta Live Tables pipelines

python spark faker pyspark spark-streaming data-generation databricks synthetic-data datagen datagenerator deltalake datageneration delta-live-tables

UpdatedMar 7, 2025
Python

cieslarmichal /faker-cxx

Sponsor

Star351

C++ Faker library for generating fake (but realistic) data.

cpp fake faker data-generation fake-data cpp20

UpdatedMar 11, 2025
C++

microsoft /genalog

Star324

Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.

python data-science machine-learning synthetic-images data-generation ner ocr-recognition text-alignment synthetic-data synthetic-data-generation