Topic: synthetic-data Goto Github

👇 Here are 482 public repositories matching this topic...

argilla-io / distilabel
synthetic-data,⚗️ distilabel is a framework for synthetic data and AI feedback for AI engineers that require high-quality outputs, full data ownership, and overall efficiency.
Organization: argilla-io
Home Page: https://distilabel.argilla.io
ai huggingface llms openai python rlaif rlhf synthetic-data synthetic-dataset-generation

batsresearch / bonito
synthetic-data,A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.
Organization: batsresearch
llm synthetic-data synthetic-dataset-generation zero-shot-learning domain-adaptation gpt task-adaptation

bmw-innovationlab / bmw-labeltool-lite
synthetic-data,This repository provides you with an easy-to-use labeling tool for State-of-the-art Deep Learning training purposes. It supports Auto-Labeling.
Organization: bmw-innovationlab
labeling-tool label tensorflow deep-learning inference computer-vision neural-network object-detection docker labeltool

data-centric-ai-community / awesome-data-centric-ai
synthetic-data,Open-Source Software, Tutorials, and Research on Data-Centric AI 🤖
Organization: data-centric-ai-community
Home Page: https://datacentricai.community
ai artificial-intelligence awesome awesome-list data data-labelling data-quality data-science data-visualization machine-learning

databrickslabs / dbldatagen
synthetic-data,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
Organization: databrickslabs
Home Page: https://databrickslabs.github.io/dbldatagen
datagen pyspark python data-generation faker spark spark-streaming delta-live-tables deltalake databricks

datadreamer-dev / datadreamer
synthetic-data,DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models.   🤖💤
Organization: datadreamer-dev
Home Page: https://datadreamer.dev
deep-learning machine-learning natural-language-processing nlp nlp-library python pytorch transformers alignment fine-tuning gpt instruction-tuning llm llmops llms openai synthetic-data synthetic-dataset-generation

debidatta / syndata-generation
synthetic-data,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
User: debidatta
Home Page: https://arxiv.org/abs/1708.01642
data-augmentation faster-rcnn instance-detection object-detection synthetic-data

dlr-rm / blenderproc
synthetic-data,A procedural Blender pipeline for photorealistic training image generation
Organization: dlr-rm
blender-pipeline segmentation depth-images camera-positions suncg-scene camera-sampling blender-installation synthetic blender rendering

firmai / datagene
synthetic-data,DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)
User: firmai
Home Page: https://ssrn.com/abstract=3619626
dataset-generation synthetic-data synthesizers synthetic-dataset-generation distance-measures decomposition encoding finance data-structures predictive-maintenance

fjxmlzn / doppelganger
synthetic-data,[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
User: fjxmlzn
Home Page: http://arxiv.org/abs/1909.13403
dataset-generation privacy time-series timeseries gan gans generative-adversarial-network synthetic-data synthetic-dataset-generation synthetic-data-generation

georgecazenavette / mtt-distillation
synthetic-data,Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"
User: georgecazenavette
Home Page: https://georgecazenavette.github.io/mtt-distillation/
computer-vision machine-learning artificial-intelligence synthetic-data

gretelai / gretel-synthetics
synthetic-data,Synthetic data generators for structured and unstructured text, featuring differentially private learning.
Organization: gretelai
Home Page: https://gretel.ai/platform/synthetics
differential-privacy artificial-intelligence tensorflow privacy synthetic-data

jrieke / shape-detection
synthetic-data,🟣 Object detection of abstract shapes with neural networks
User: jrieke
object-detection object-recognition machine-learning deep-learning keras neural-networks dataset synthetic-data tutorial machine-learning-tutorials

kevinlin311tw / cdcl-human-part-segmentation
synthetic-data,Repository for Paper: Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation (TCSVT20)
User: kevinlin311tw
Home Page: https://arxiv.org/abs/1907.05193
human-parsing multi-human-parsing synthetic-data multi-person domain-adaptation keras human-pose-estimation human-understanding human-part-segmentation

ku21fan / str-fewer-labels
synthetic-data,Scene Text Recognition (STR) methods trained with fewer real labels (CVPR 2021)
User: ku21fan
cvpr2021 deep-learning ocr real-datasets scene-text-recognition self-supervised-learning semi-supervised-learning synthetic-data text-recognition

linkedai / flip
synthetic-data,Synthetic Image generation with Flip. Generate thousands of new 2D images from a small batch of objects and backgrounds.
Organization: linkedai
synthetic-data generated-labels computer-vision object-detection deep-learning hacktoberfest

lk-geimfari / mimesis
synthetic-data,Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.
User: lk-geimfari
Home Page: https://mimesis.name
mimesis fake data generator fixtures dummy schema testing python json-generator mock synthetic-data datascience dataframe pandas syntetic polars pytest-plugin factory factory-boy

microsoft / genalog
synthetic-data,Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.
Organization: microsoft
Home Page: https://microsoft.github.io/genalog/
ner ocr-recognition python text-alignment data-generation data-science machine-learning synthetic-data synthetic-images synthetic-data-generation

milaan9 / clustering-datasets
synthetic-data,This repository contains the collection of UCI (real-life) datasets and Synthetic (artificial) datasets (with cluster labels and MATLAB files) ready to use with clustering algorithms.
User: milaan9
clustering-datasets cluster-labels datasets uci clustering dataset cluster benchmark-datasets uci-dataset synthetic-datasets

ndrplz / surround_vehicles_awareness
synthetic-data,Learn to map surrounding vehicles onto a bird's eye view of the scene.
User: ndrplz
deep-learning self-driving-car adas bird-eye synthetic-data

nicholasli1995 / evoskeleton
synthetic-data,Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"
User: nicholasli1995
Home Page: https://arxiv.org/abs/2006.07778
human-pose-estimation 3d-pose-estimation data-augmentation 2d-to-3d deep-learning evolutionary-algorithms bias-correction dataset annotaton-tool 3d-computer-vision

nickkunz / smogn
synthetic-data,Synthetic Minority Over-Sampling Technique for Regression
User: nickkunz
Home Page: https://pypi.org/project/smogn
imbalanced-data smote synthetic-data over-sampling regression

nicolas-hbt / pygraft
synthetic-data,Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips
User: nicolas-hbt
Home Page: https://pygraft.readthedocs.io/en/latest/
data-generator graph-generator knowledge-base knowledge-graph ontology schema semantic-web ontology-generation python synthetic-data

nucleuscloud / neosync
synthetic-data,Open source data anonymization and synthetic data orchestration for developers. Create high fidelity synthetic data and sync it across your environments.
Organization: nucleuscloud
Home Page: https://www.neosync.dev
docker golang protobuf synthetic-data benthos etl orchestration testing typescript open-source

paulbricman / thisrepositorydoesnotexist
synthetic-data,A curated list of awesome projects which use Machine Learning to generate synthetic content.
User: paulbricman
synthetic-data synthetic-dataset-generation synthetic-images generation-algorithms generative-adversarial-network

plaitpy / plaitpy
synthetic-data,plait.py - a fake data modeler
Organization: plaitpy
declarative modeling synthetic-data

renumics / awesome-open-data-centric-ai
synthetic-data,Curated list of open source tooling for data-centric AI on unstructured data.
User: renumics
Home Page: https://renumics.com
awesome-list data-centric-ai data-curation data-versioning data-visualization explainable-ai active-learning feature-vector robust-machine-learning bias-detection

sciphi-ai / synthesizer
synthetic-data,A multi-purpose LLM framework for RAG and data creation.
Organization: sciphi-ai
agents ai artificial-intelligence machine-learning synthetic-data

sdv-dev / copulas
synthetic-data,A library to model multivariate data using copulas.
Organization: sdv-dev
Home Page: https://sdv.dev/Copulas/
machine-learning copulas synthetic-data data-generation synthetic-data-generation generative-ai generative-model tabular-data

sdv-dev / ctgan
synthetic-data,Conditional GAN for generating synthetic tabular data.
Organization: sdv-dev
synthetic-data generative-adversarial-network tabular-data data-generation synthetic-data-generation

sdv-dev / sdgym
synthetic-data,Benchmarking synthetic data generation methods.
Organization: sdv-dev
synthetic-data benchmark tabular-data synthetic-data-vault sdgym-synthesizers generative-adversarial-network deep-learning generative-ai generative-models

sdv-dev / sdmetrics
synthetic-data,Metrics to evaluate quality and efficacy of synthetic datasets.
Organization: sdv-dev
synthetic-data metrics quality

sdv-dev / sdv
synthetic-data,Synthetic data generation for tabular data
Organization: sdv-dev
Home Page: https://docs.sdv.dev/sdv
synthetic-data machine-learning relational-datasets multi-table time-series synthetic-data-generation sdv data-generation generative-adversarial-network gan

sdv-dev / tgan
synthetic-data,Generative adversarial training for generating synthetic tabular data.
Organization: sdv-dev
synthetic-data tabular-data generative-adversarial-network synthesizing-tabular-data

shuttle-hq / synth
synthetic-data,The Declarative Data Generator
Organization: shuttle-hq
Home Page: https://www.getsynth.com/
rust test-data-generator synthetic-data json data-generation realistic-data postgres hacktoberfest

sparkfish / augraphy
synthetic-data,Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes
Organization: sparkfish
Home Page: https://github.com/sparkfish/augraphy
data-augmentation crappification deep-neural-networks training-data machine-learning data-pipeline image-processing augmentation-pipeline synthetic-data synthetic-dataset-generation

stefan-jansen / machine-learning-for-trading
synthetic-data,Code for Machine Learning for Algorithmic Trading, 2nd edition.
User: stefan-jansen
Home Page: https://ml4trading.io
machine-learning trading investment finance data-science investment-strategies artificial-intelligence trading-strategies deep-learning synthetic-data ml4t-workflow trading-agent

synthetichealth / synthea
synthetic-data,Synthetic Patient Population Simulator
Organization: synthetichealth
Home Page: https://synthetichealth.github.io/synthea
synthea synthetic-data synthetic-population fhir health-data simulation

tirthajyoti / pydbgen
synthetic-data,Random dataframe and database table generator
User: tirthajyoti
Home Page: https://pydbgen.readthedocs.io/en/latest/
database random-generation pandas-dataframe sqlite3 sqlite python synthetic-data data-science generator data-generation

tonicai / masquerade
synthetic-data,A Postgres Proxy to Mask Data in Realtime
Organization: tonicai
Home Page: https://www.tonic.ai/post/masquerade-a-postgres-proxy/
postgresql postgres synthetic-data fake-data

unity-technologies / peoplesanspeople
synthetic-data,Unity's privacy-preserving human-centric synthetic data generator
Organization: unity-technologies
Home Page: https://unity-technologies.github.io/PeopleSansPeople/
owner-machine-learning billing-5160 applied-ml-research computer-vision human-centric-ml deep-learning synthetic-data synthetic-data-generation synthetic-datasets synthetic-dataset-generation

unity-technologies / robotics-object-pose-estimation
synthetic-data,A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.
Organization: unity-technologies
unity pose-estimation ros urdf robotics autonomy manipulation computer-vision model-training synthetic-data

unity-technologies / synthdet
synthetic-data,SynthDet - An end-to-end object detection pipeline using synthetic data
Organization: unity-technologies
object-detection detection computer-vision deep-learning synthetic-data synthetic-dataset synthetic-dataset-generation domain-randomization pose-estimation machine-learning

unrealcv / unrealcv
synthetic-data,UnrealCV: Connecting Computer Vision to Unreal Engine
Organization: unrealcv
Home Page: https://unrealcv.org
virtual-worlds computer-vision ue4 embodied-ai machine-learning simulation synthetic-data

vanderschaarlab / synthcity
synthetic-data,A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
Organization: vanderschaarlab
Home Page: https://www.vanderschaar-lab.com/
pytorch tabular-data privacy machine-learning generative-model data-augmentation fairness-ml synthetic-data

wenbowen123 / iros20-6d-pose-tracking
synthetic-data,[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains
User: wenbowen123
robotics tracking computer-vision pose-estimation 3d manipulation robot robots domain-adaptation dataset

worldbank / realtabformer
synthetic-data,A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.
Organization: worldbank
Home Page: https://worldbank.github.io/REaLTabFormer/
data-generation deep-learning seq2seq-model synthetic-data synthetic-dataset-generation tabular-data transformers gpt gpt-2

yandex-research / tab-ddpm
synthetic-data,[ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"
Organization: yandex-research
Home Page: https://arxiv.org/abs/2209.15421
deep-learning diffusion-models pytorch tabular ai synthetic-data

ydataai / ydata-synthetic
synthetic-data,Synthetic data generators for tabular and time-series data
Organization: ydataai
Home Page: https://docs.synthetic.ydata.ai
gan-architectures gan deep-learning synthetic-data tensorflow2 machine-learning training-data python3 datagenerator datageneration timeseries generative-adversarial-network gans pytorch time-series

zumolabs / zpy
synthetic-data,Synthetic data for computer vision. An open source toolkit using Blender and Python.
Organization: zumolabs
ml ai data synthetic blender python synthetic-data blender-addon deep-learning computer-vision