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Search results for generative adversarial network data augmentation

data-augmentation x

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7 search results found

Data Augmentation Review ⭐ 1,499

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

Implementation of the mixup training method

Ghost Free Shadow Removal ⭐ 260

[AAAI 2020] Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN

What I Have Read ⭐ 149

Paper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers

Contrad ⭐ 142

Code for the paper "Training GANs with Stronger Augmentations via Contrastive Discriminator" (ICLR 2021)

Coursera Gan Specialization ⭐ 93

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

Pedestrian Synthesis Gan ⭐ 85

Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond

Emotionalconversionstargan ⭐ 75

This repository contains code to replicate results from the ICASSP 2020 paper "StarGAN for Emotional Speech Conversion: Validated by Data Augmentation of End-to-End Emotion Recognition".

Generative modeling of synthetic time series data and time series augmentations

GAN based super-resolution (presented at ECCV 2018)

Handwriting_recogition_using_adversarial_learning ⭐ 41

"Handwriting Recognition in Low-resource Scripts using Adversarial Learning ”, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2019.

F2gan Few Shot Image Generation ⭐ 41

Fusing-and-Filling GAN (F2GAN) for few-shot image generation, ACM MM2020

Auggan Cross Domain Adaptation With Gan Based Dataaugmentation ⭐ 32

Advanced data augmentation with Generative Adversarial Networks for vehicle detection

Task_driven_data_augmentation ⭐ 29

semi-supervised and task driven data augmentation code to improve segmentation performance

Official implementation of "Intra-Source Style Augmentation for Improved Domain Generalization" (WACV 2023)

Nbsynthetic ⭐ 25

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

Patho Gan ⭐ 24

Patho-GAN: interpretation + medical data augmentation. Code for paper work "Explainable Diabetic Retinopathy Detection and Retinal Image Generation"

Data Augmentation Using Gan ⭐ 16

In emotion classification task

Brain Synthesis Lesion Segmentation ⭐ 12

Code for the paper "Medical Image Synthesis for Data Augmentation and Anonymization using Generative Adversarial Networks" and NVIDIA DLI workshop on GAN for Medical Imaging

Semisupervised_timeseries_infogan ⭐ 11

A tensorflow implementation of informative generative adversarial network (InfoGAN ) to one dimensional ( 1D ) time series data with a supervised loss function. So it's called semisupervised Info GAN.

Improved Bagan Gp ⭐ 8

Generate high quality images for each class even with an imbalanced dataset. An improved version of Balancing GAN.

Gan Face Editing ⭐ 8

Face attribute manipulation with GAN for automatic data augmentation or individual editing.

Augmentation ⭐ 6

Adversarial Augmentation for Enhancing Classification of Mammography Images

Data Augmentation Using Deep Convolutional Gan ⭐ 5

This repository contains code for Face generation using Deep convolutional generative adversarial network.

Data Augmentation optimized for GAN

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