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Search results for deep learning synthetic dataset generation
deep-learning
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synthetic-dataset-generation
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17 search results found
Com.unity.perception
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740
Perception toolkit for sim2real training and validation in Unity
Dataset_synthesizer
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384
NVIDIA Deep learning Dataset Synthesizer (NDDS)
Synthdet
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330
SynthDet - An end-to-end object detection pipeline using synthetic data
Peoplesanspeople
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273
Unity's privacy-preserving human-centric synthetic data generator
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.
Defmo
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119
[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects
Dataset_utilities
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83
NVIDIA Dataset Utilities (NVDU)
Tsgm
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60
Generative modeling of synthetic time series data and time series augmentations
Replicant
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36
replicAnt - generating annotated images of animals in complex environments with Unreal Engine
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
Wormpose
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24
WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans
Indoor Pet Detection
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22
A demo project for indoor pet detection using Unity generated synthetic data.
Cor Gan
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21
🔓 COR-GAN: Correlation-Capturing Convolutional Neural Networks for Generating Synthetic Healthcare Records
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
Nist Crc 2023
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15
NIST Collaborative Research Cycle on Synthetic Data. Learn about Synthetic Data week by week!
Dermsynth3d
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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..
Upgen
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10
The official repository for the paper: Scalable learning for bridging the species gap in image-based plant phenotyping.
Anthronet
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8
Unity's Privacy-Preserving Novel Human Body Model Trained Solely on Synthetic Data and Corresponding Dense Anthropometric Measurements
Hybrid Dataset Factory
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8
A semi-synthetic dataset generation tool, specifically crafted for CNN training in drone racing.
Activa
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7
The main repository for ACTIVA: realistic single-cell RNA-seq generation with automatic cell-type identification using introspective variational autoencoders
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