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59 search results found

Com.unity.perception ⭐ 740

Perception toolkit for sim2real training and validation in Unity

Thisrepositorydoesnotexist ⭐ 577

A curated list of awesome projects which use Machine Learning to generate synthetic content.

Pygraft ⭐ 553

Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips

Dataset_synthesizer ⭐ 384

NVIDIA Deep learning Dataset Synthesizer (NDDS)

Synthdet ⭐ 330

SynthDet - An end-to-end object detection pipeline using synthetic data

Peoplesanspeople ⭐ 273

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

Doppelganger ⭐ 259

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

Augraphy ⭐ 258

Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes

Pydbgen ⭐ 199

Random dataframe and database table generator

Datagene ⭐ 170

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

Realtabformer ⭐ 151

A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.

[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects

Openrooms ⭐ 104

This is the dataset and code release of the OpenRooms Dataset. For more information, please refer to our webpage below. Thanks a lot for your interest in our research!

Dataset_utilities ⭐ 83

NVIDIA Dataset Utilities (NVDU)

Bedlam_render ⭐ 78

BEDLAM (CVPR 2023) render pipeline tools

Synthetic Occlusion ⭐ 70

Synthetic Occlusion Augmentation

Generative modeling of synthetic time series data and time series augmentations

A data-centric AI package for ML/AI. Get the best high-quality data for the best results. Discord: https://discord.gg/t6ADqBKrdZ

Netshare ⭐ 59

(SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare

Deid Examples ⭐ 58

Examples scripts that showcase how to use Private AI Text to de-identify, redact, hash, tokenize, mask and synthesize PII in text.

Replicant ⭐ 36

replicAnt - generating annotated images of animals in complex environments with Unreal Engine

On The Generation And Evaluation Of Synthetic Tabular Data Using Gans ⭐ 34

Repository for the results of my master thesis, about the generation and evaluation of synthetic data using GANs

Legobrickclassification ⭐ 31

Repository to identify Lego bricks automatically only using images

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

Mtss Gan ⭐ 27

MTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)

Nbsynthetic ⭐ 25

nbsynthetic is simple and robust tabular synthetic data generation library for small and medium size datasets

Wormpose ⭐ 24

WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans

Indoor Pet Detection ⭐ 22

A demo project for indoor pet detection using Unity generated synthetic data.

🔓 COR-GAN: Correlation-Capturing Convolutional Neural Networks for Generating Synthetic Healthcare Records

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

Examples Gallery ⭐ 17

Sample notebooks that use the Openlayer Python API

Tdk Demo ⭐ 16

This is a collection of TDK demo projects that use different databases and options

Ibmgenerator ⭐ 15

IBM Synthetic Data Generator for Itemsets and Sequences

Nist Crc 2023 ⭐ 15

NIST Collaborative Research Cycle on Synthetic Data. Learn about Synthetic Data week by week!

DAPS3D: Domain Adaptive Projective Segmentation of 3D LiDAR Point Clouds

Sfm_flow ⭐ 13

SfM Flow: A comprehensive toolset for the evaluation of 3D reconstruction pipelines

Dermsynth3d ⭐ 11

Official code for "DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images". A data generation pipeline for creating photorealistic in-the-wild synthetic dermatalogical data with rich multi-task annotations for various skin-analysis tasks..

Multi Object Detection Lego ⭐ 10

Multi object detection of lego bricks in a dataset generated using using blender.

The official repository for the paper: Scalable learning for bridging the species gap in image-based plant phenotyping.

Demonstrating unsupervised clustering using the K Means algorithm and synthetic color data.

Datasynthesis ⭐ 9

DataSynthesis Platform - Synthetic data building, generating platform for multiple business types

Anthronet ⭐ 8

Unity's Privacy-Preserving Novel Human Body Model Trained Solely on Synthetic Data and Corresponding Dense Anthropometric Measurements

Cvdriskdata ⭐ 8

R package for Cardiovascular Risk Dataset and Data generation script

Maptextsynthesizer ⭐ 8

A synthetic training data generator for a text recognition CNN

Targeted Data Generation with Large Language Models

Clugen.jl ⭐ 8

Multidimensional cluster generation in Julia

Hybrid Dataset Factory ⭐ 8

A semi-synthetic dataset generation tool, specifically crafted for CNN training in drone racing.

The main repository for ACTIVA: realistic single-cell RNA-seq generation with automatic cell-type identification using introspective variational autoencoders

Dataset Diffusion ⭐ 7

Dataset Diffusion: Diffusion-based Synthetic Data Generation for Pixel-Level Semantic Segmentation (NeurIPS2023)

R Package to generate synthetic data.

Multidimensional cluster generation in Python

On_the_utility_of_synthetic_data ⭐ 7

Code release for "A New Benchmark: On the Utility of Synthetic Data with Blender for Bare Supervised Learning and Downstream Domain Adaptation", accepted by CVPR2023.

Autonomous Drone Racing ⭐ 6

This repository contains the code for the paper "Image Generation for Efficient Neural Network Training in Autonomous Drone Racing" of the WCCI 2020 congress.

[WACV 2024] Reference implementation of "AnyStar: Domain randomized universal star-convex 3D instance segmentation"

Generating synthetic mobility data for a realistic population with RNNs to improve utility and privacy

Pov_surgery ⭐ 5

This the official repo for our paper: POV-Surgery: A Dataset for Egocentric Hand and Tool Pose Estimation During Surgical Activities; at MICCAI 2023

Synthetic Segmentation Dataset Generator ⭐ 5

A project to generate synthetic dataset with realistic city backgrounds for image segmentation problems.

Doc Homography Generator ⭐ 5

Synthetic Dataset Generation: Recovering Homography from Camera Captured Documents

Benchmarkmicrobiome ⭐ 5

Large-scale Benchmarking of Microbial Multivariable Association Methods

1-59 of 59 search results

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