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Search results for python synthetic data
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synthetic-data
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147 search results found
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
Sdv
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1,787
Synthetic data generation for tabular data
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.
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.
Plaitpy
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415
plait.py - a fake data modeler
Rgan
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413
Recurrent (conditional) generative adversarial networks for generating real-valued time series 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.
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 🤖
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
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
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"
Zpy
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210
Synthetic data for computer vision. An open source toolkit using Blender and Python.
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"
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
Sdmetrics
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168
Metrics to evaluate quality and efficacy of synthetic datasets.
Xrfeitoria
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133
OpenXRLab Synthetic Data Rendering Toolbox
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.
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.
Cdcl Human Part Segmentation
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80
Repository for Paper: Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation (TCSVT20)
Aaltd18
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80
Data augmentation using synthetic data for time series classification with deep residual networks
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.
Micropython Fourier
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71
Fast Fourier transform in MicroPython's inline ARM assembler.
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
Netshare
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59
(SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare
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
Iaug_cdnet
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58
Official Pytorch Implementation of Adversarial Instance Augmentation for Building Change Detection in Remote Sensing Images.
Lsps
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57
Source code for "3D Hand Pose Estimation using Simulation and Partial-Supervision with a Shared Latent Space"
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! 📊
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
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"
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
Anonymeter
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45
A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR
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."
Obman_render
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43
[cvpr19] Code to generate images from the ObMan dataset, synthetic renderings of hands holding objects (or hands in isolation)
Visda2020
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41
VisDA2020: 4th Visual Domain Adaptation Challenge
Trojai
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41
A repository to quickly generate synthetic data and associated trojaned deep learning models
Main
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41
Main folder. Material related to my books on synthetic data and generative AI. Also contains documents blending components from several folders, or covering topics spanning across multiple folders..
Gretel Python Client
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40
The Gretel Python Client allows you to interact with the Gretel REST API.
Synthetic Data Gen
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39
Various methods for generating synthetic data for data science and ML
Segswap
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38
(CVPRW 2022) Learning Co-segmentation by Segment Swapping for Retrieval and Discovery
Supercaustics
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36
Real-time, open-source simulation of transparent objects for deep learning applications
Replicant
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36
replicAnt - generating annotated images of animals in complex environments with Unreal Engine
Blendersynth
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35
Synthetic Blender Dataset Production
Connecting_the_dots
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35
This repository contains the code for the paper "Connecting the Dots: Learning Representations for Active Monocular Depth Estimation" https://avg.is.tuebingen.mpg.de/publications/riegl
Tofu
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32
Tofu is a Python tool for generating synthetic UK Biobank data.
Dpsda
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31
[ICLR 2024] Generating DP Synthetic Data without Training
Recurrent Defocus Deblurring Synth Dual Pixel
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30
Reference github repository for the paper "Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data". We propose a procedure to generate realistic DP data synthetically. Our synthesis approach mimics the optical image formation found on DP sensors and can be applied to virtual scenes rendered with standard computer software. Leveraging these realistic synthetic DP images, we introduce a new recurrent convolutional network (RCN) architecture that can improve defocus deblurring re
Gated2depth
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29
Metairnet
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28
Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition (NeurIPS 2019)
Trainer
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27
Simple interface to synthesize complex and highly dimensional datasets using Gretel APIs.
Sdnist
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25
SDNist: Benchmark data and evaluation tools for data synthesizers.
Dp_cgans
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24
A library to generate synthetic tabular or RDF data using Conditional Generative Adversary Networks (GANs) combined with Differential Privacy techniques.
Pyrpca
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24
Robust PCA in Python
Synthia
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22
📈 🐍 Multidimensional synthetic data generation with Copula and fPCA models in Python
Metasyn
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22
Transparent generation of synthetic tabular data with privacy guarantees
Second Ros
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22
Training Deep Neural Networks with Synthetic Data using LGSVL Simulator
Vfa
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22
Multiview 3D object detection on MultiviewC dataset through moft3d.
Amira_blender_rendering
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21
Code base for physics-based photorealistic rendering within the scope of Bosch BCAI AMIRA probject
Dpart
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21
dpart: General, flexible, and scalable framework for differentially private synthetic data generation, developed by hazy.
Cor Gan
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21
🔓 COR-GAN: Correlation-Capturing Convolutional Neural Networks for Generating Synthetic Healthcare Records
Idiff Face
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20
Official repository of the paper: IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-conditioned Diffusion Models (ICCV 2023)
Multi Task Defocus Deblurring Dual Pixel Nimat
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20
Reference github repository for the paper "Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning". We propose a single-image deblurring network that incorporates the two sub-aperture views into a multitask framework. Specifically, we show that jointly learning to predict the two DP views from a single blurry input image improves the network’s ability to learn to deblur the image. Our experiments show this multi-task strategy achieves +1dB PSNR improvem
Sidgan
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19
Repository for the ECCV 2020 paper: "Low Light Video Enhancement using Synthetic Data Produced with an Intermediate Domain Mapping"
Gmvd
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18
Code and GMVD Dataset for "Bringing Generalization to Deep Multi-view Pedestrian Detection". Accepted at WACV 2023 Workshop (Real-World Surveillance: Applications and Challenges).
Unsupervised Qa
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17
Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering
Masa
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17
Motif-Aware State Assignment in Noisy Time Series Data
Pai Thin Client
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16
A python client used to interact with the Private AI's API
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