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The Top 23 Python Synthetic Dataset Generation Open Source Projects

Open source projects categorized as Python Synthetic Dataset Generation
Categories > Synthetic Dataset Generation
Pygraft ⭐ 553
Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips
most recent commit 3 months ago
Doppelganger ⭐ 259
[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
most recent commit 6 months ago
Augraphy ⭐ 258
Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes
total releases 24most recent commit 4 months ago
Pydbgen ⭐ 199
Random dataframe and database table generator
dependent packages 1total releases 3most recent commit 3 years agopypi pydbgen} Downloads
Defmo ⭐ 119
[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects
most recent commit 2 years ago
Dataset_utilities ⭐ 83
NVIDIA Dataset Utilities (NVDU)
total releases 1most recent commit 5 years ago
Bedlam_render ⭐ 78
BEDLAM (CVPR 2023) render pipeline tools
most recent commit 9 months ago
Synthetic Occlusion ⭐ 70
Synthetic Occlusion Augmentation
most recent commit 4 years ago
Tsgm ⭐ 60
Generative modeling of synthetic time series data and time series augmentations
total releases 3most recent commit 4 months ago
Discus ⭐ 59
A data-centric AI package for ML/AI. Get the best high-quality data for the best results. Discord: https://discord.gg/t6ADqBKrdZ
total releases 3most recent commit 5 months ago
Netshare ⭐ 59
(SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare
most recent commit 7 months ago
Replicant ⭐ 36
replicAnt - generating annotated images of animals in complex environments with Unreal Engine
most recent commit 3 months ago
Legobrickclassification ⭐ 31
Repository to identify Lego bricks automatically only using images
most recent commit 3 years ago
Recurrent Defocus Deblurring Synth Dual Pixel ⭐ 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
most recent commit 2 years ago
Wormpose ⭐ 24
WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans
total releases 79most recent commit 2 years ago
Cor Gan ⭐ 21
🔓 COR-GAN: Correlation-Capturing Convolutional Neural Networks for Generating Synthetic Healthcare Records
most recent commit 3 years ago
Multi Task Defocus Deblurring Dual Pixel Nimat ⭐ 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
most recent commit 2 years ago
Nist Crc 2023 ⭐ 15
NIST Collaborative Research Cycle on Synthetic Data. Learn about Synthetic Data week by week!
most recent commit 9 months ago
Daps3d ⭐ 14
DAPS3D: Domain Adaptive Projective Segmentation of 3D LiDAR Point Clouds
most recent commit 8 months ago
Sfm_flow ⭐ 13
SfM Flow: A comprehensive toolset for the evaluation of 3D reconstruction pipelines
most recent commit 6 months ago
Upgen ⭐ 10
The official repository for the paper: Scalable learning for bridging the species gap in image-based plant phenotyping.
most recent commit 4 years ago
Hybrid Dataset Factory ⭐ 8
A semi-synthetic dataset generation tool, specifically crafted for CNN training in drone racing.
most recent commit a year ago
Maptextsynthesizer ⭐ 8
A synthetic training data generator for a text recognition CNN
most recent commit 5 years ago
The 6 Latest Releases In Python Synthetic Dataset Generation Open Source Projects
Tsgm ⭐ 60
Generative modeling of synthetic time series data and time series augmentations
total releases 3latest release September 28, 2023most recent commit 4 months ago
Wormpose ⭐ 24
WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans
total releases 79latest release December 09, 2021most recent commit 2 years ago
Dataset_utilities ⭐ 83
NVIDIA Dataset Utilities (NVDU)
total releases 1latest release August 10, 2018most recent commit 5 years ago
Pydbgen ⭐ 199
Random dataframe and database table generator
dependent packages 1total releases 3latest release March 11, 2018most recent commit 3 years agopypi pydbgen} Downloads
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