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Search results for synthetic data
synthetic-data
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250 search results found
Machine Learning For Trading
⭐
9,469
Code for Machine Learning for Algorithmic Trading, 2nd edition.
Mimesis
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4,298
Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.
Blenderproc
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2,402
A procedural Blender pipeline for photorealistic training image generation
Synthea
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1,905
Synthetic Patient Population Simulator
Sdv
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1,787
Synthetic data generation for tabular data
Unrealcv
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1,737
UnrealCV: Connecting Computer Vision to Unreal Engine
Synth
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1,324
The Declarative Data Generator
Ydata Synthetic
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1,201
Synthetic data generators for tabular and time-series data
Ctgan
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1,066
Conditional GAN for generating synthetic tabular data.
Awesome Open Data Centric Ai
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630
Curated list of open source tooling for data-centric AI on unstructured data.
Thisrepositorydoesnotexist
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577
A curated list of awesome projects which use Machine Learning to generate synthetic content.
Pygraft
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553
Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips
Synthesizer
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507
A multi-purpose LLM framework for RAG and data creation.
Gretel Synthetics
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490
Synthetic data generators for structured and unstructured text, featuring differentially private learning.
Fedprox
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465
Federated Optimization in Heterogeneous Networks (MLSys '20)
Copulas
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454
A library to model multivariate data using copulas.
Surreal
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451
Learning from Synthetic Humans, CVPR 2017
Plaitpy
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415
plait.py - a fake data modeler
Neosync
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413
A developer-first way to create high-fidelity synthetic data or anonymize sensitive data and sync it across all environments for testing, fine-tuning or model training.
Rgan
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413
Recurrent (conditional) generative adversarial networks for generating real-valued time series data.
Synthdet
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330
SynthDet - An end-to-end object detection pipeline using synthetic data
Iros20 6d Pose Tracking
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299
[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains
Synthcity
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292
A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
Bmw Labeltool Lite
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288
This repository provides you with an easy-to-use labeling tool for State-of-the-art Deep Learning training purposes. It supports Auto-Labeling.
Flip
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284
Synthetic Image generation with Flip. Generate thousands of new 2D images from a small batch of objects and backgrounds.
Awesome Data Centric Ai
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282
Open-Source Software, Tutorials, and Research on Data-Centric AI 🤖
Peoplesanspeople
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273
Unity's privacy-preserving human-centric synthetic data generator
Doppelganger
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259
[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
Augraphy
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258
Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes
Tab Ddpm
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251
[ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"
Genalog
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243
Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.
Dbldatagen
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234
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
Graph_comb_opt
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232
Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"
Sdgym
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219
Benchmarking synthetic data generation methods.
Mtt Distillation
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218
Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"
Datasynthesizer
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215
Zpy
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210
Synthetic data for computer vision. An open source toolkit using Blender and Python.
Awesome Synthtext
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208
A curated list of awesome synthetic data for text location and recognition
Clustering Datasets
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206
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.
Pydbgen
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199
Random dataframe and database table generator
Evoskeleton
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198
Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"
Lambda Tensorflow Benchmark
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195
Syndata Generation
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190
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
Chinese_ocr_synthetic_data
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188
The progress was used to generate synthetic dataset for Chinese OCR.
Smogn
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185
Synthetic Minority Over-Sampling Technique for Regression
Tgan
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182
Generative adversarial training for generating synthetic tabular data.
Datagene
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170
DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)
Sdmetrics
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168
Metrics to evaluate quality and efficacy of synthetic datasets.
Str Fewer Labels
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166
Scene Text Recognition (STR) methods trained with fewer real labels (CVPR 2021)
Shape Detection
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158
🟣 Object detection of abstract shapes with neural networks
Realtabformer
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151
A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.
Neural Subgraph Learning Gnn
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141
Xrfeitoria
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133
OpenXRLab Synthetic Data Rendering Toolbox
Masquerade
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129
A Postgres Proxy to Mask Data in Realtime
Gcc Sfcn
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128
This is the official code of spatial FCN in the paper Learning from Synthetic Data for Crowd Counting in the Wild [CVPR2019].
Agml
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128
AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.
Kalman Filter
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127
Kalman Filter implementation in Python using Numpy only in 30 lines.
Fast Rir
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122
This is the official implementation of our neural-network-based fast diffuse room impulse response generator (FAST-RIR) for generating room impulse responses (RIRs) for a given acoustic environment.
Rapiddweller Benerator Ce
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121
BENERATOR is a leading software solution to generate, obfuscate, pseudonymize and migrate data for development, testing, and training purposes with a model-driven approach.
Robotics Object Pose Estimation
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116
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.
Bamt
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107
Repository of a data modeling and analysis tool based on Bayesian networks
Monoculardepth Inference
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98
Inference pipeline for the CVPR paper entitled "Real-Time Monocular Depth Estimation using Synthetic Data with Domain Adaptation via Image Style Transfer."
Uoais
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92
Codes of paper "Unseen Object Amodal Instance Segmentation via Hierarchical Occlusion Modeling", ICRA 2022
Lsd Seg
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92
Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation
Medigan
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88
medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis
Freemask
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88
[NeurIPS 2023] FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models
Surround_vehicles_awareness
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86
Learn to map surrounding vehicles onto a bird's eye view of the scene.
Aaltd18
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80
Data augmentation using synthetic data for time series classification with deep residual networks
Cdcl Human Part Segmentation
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80
Repository for Paper: Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation (TCSVT20)
Datahub
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78
DataHub - Synthetic data library
Faker File
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76
Create files with fake data. In many formats. With no efforts.
Deepecho
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75
Synthetic Data Generation for mixed-type, multivariate time series.
Table Evaluator
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75
Evaluate real and synthetic datasets against each other
Lfr Benchmark_undirweightovp
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73
Extended version of the Lancichinetti-Fortunato-Radicchi Benchmark for Undirected Weighted Overlapping networks to evaluate clustering algorithms using generated ground-truth communities
Micropython Fourier
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71
Fast Fourier transform in MicroPython's inline ARM assembler.
Synthtext3d
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70
Project page of SynthText3D
Imocap
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69
dataset for ECCV 2020 "Motion Capture from Internet Videos"
Sordi Ai Evaluation Gui
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68
This repository allows you to evaluate a trained computer vision model and get general information and evaluation metrics with little configuration.
Synthetic Data Tutorial
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66
A hands-on tutorial showing how to use Python to do anonymisation with synthetic data
Game Feature Learning
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65
Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery, CVPR'18
Transe Pytorch
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63
Implementation of TransE model in PyTorch.
Beyond Inet
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62
Code for experiments for "ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy"
Tsgm
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60
Generative modeling of synthetic time series data and time series augmentations
Discus
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59
A data-centric AI package for ML/AI. Get the best high-quality data for the best results. Discord: https://discord.gg/t6ADqBKrdZ
Netshare
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59
(SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare
Iaug_cdnet
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58
Official Pytorch Implementation of Adversarial Instance Augmentation for Building Change Detection in Remote Sensing Images.
Scigraphqa
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58
SciGraphQA
Deid Examples
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58
Examples scripts that showcase how to use Private AI Text to de-identify, redact, hash, tokenize, mask and synthesize PII in text.
Lsps
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57
Source code for "3D Hand Pose Estimation using Simulation and Partial-Supervision with a Shared Latent Space"
Scales_human_mobility
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53
S3m
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51
A software package for statistically significant shapelet mining
Physim Dataset Generator
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51
generate physically realistic synthetic dataset of cluttered scenes using 3D CAD models to train CNN based object detectors
Awesome Python For Data Science
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51
A curated list of awesome resources such as books, tutorials, courses, open-source libraries, exercises, and other materials that support Pythonistas in the making, and Pythonistas migrating into Data Science! 📊
Synface
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49
[ICCV 2021] SynFace: Face Recognition with Synthetic Data
Groove2groove
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48
Code for "Groove2Groove: One-Shot Music Style Transfer with Supervision from Synthetic Data"
Beneficiary Fhir Data
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48
Anonymeter
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45
A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR
Kinetic Gan
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45
Code for the paper "Generative Adversarial Graph Convolutional Networks for Human Action Synthesis", WACV 2022
Roerich
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45
☝️ Change point detection
Bodies At Rest
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43
Code + Data for CVPR 2020 oral paper "Bodies at Rest: 3D Human Pose and Shape Estimation from a Pressure Image using Synthetic Data."
1-100 of 250 search results
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