synthetic-data topic

List synthetic-data repositories

datagene

192
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22
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DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)

DoppelGANger

278
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72
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[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

zpy

292
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33
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Synthetic data for computer vision. An open source toolkit using Blender and Python.

PeopleSansPeople

296
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33
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Unity's privacy-preserving human-centric synthetic data generator

ydata-synthetic

1.3k
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227
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Synthetic data generators for tabular and time-series data

Robotics-Object-Pose-Estimation

268
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71
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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 simulate...

BMW-Labeltool-Lite

310
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44
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This repository provides you with an easy-to-use labeling tool for State-of-the-art Deep Learning training purposes. It supports Auto-Labeling.

shape-detection

214
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130
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🟣 Object detection of abstract shapes with neural networks

Clustering-Datasets

261
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217
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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.

smogn

304
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76
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Synthetic Minority Over-Sampling Technique for Regression