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gan

Generative adversarial networks (GAN) are a class of generative machine learning frameworks. A GAN consists of two competing neural networks, often termed the Discriminator network and the Generator network. GANs have been shown to be powerful generative models and are able to successfully generate new data given a large enough training dataset.

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AI-For-Beginners

microsoft / AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

nlp machine-learning ai computer-vision deep-learning cnn artificial-intelligence gan rnn

Updated May 29, 2024
Jupyter Notebook

MaitreChen / MedGAN-ResLite

一个用于肺炎图像分类的轻量级ResNet18-SAM模型实现，采用SH-DCGAN生成少类样本数据，解决了数据不平衡的问题，同时结合剪枝策略实现轻量化！MedGAN-ResLite-V2 Released! Stay tuned!❤

machine-learning generator deep-learning cnn pytorch gan dcgan classification resnet chest-xray-images augmentation medical-image-processing pneumonia spatial-attention lightweight-neural-network medmnist

Updated May 29, 2024
Python

forart / HyMPS

HyMPS will be a platform-indipendent software suite for advanced audio/video contents production.

Updated May 29, 2024

AspirinCode / awesome-AI4ProteinConformation-MD

List of protein (enzymes and PPIs) conformations and molecular dynamics using generative artificial intelligence and deep learning

flow molecular-dynamics openmm transformer gan vae gromacs amber ppi active-learning lstm-neural-networks gnns enzymes llm proteinconformations

Updated May 29, 2024

axinc-ai / ailia-models

The collection of pre-trained, state-of-the-art AI models for ailia SDK

machine-learning deep-learning neural-network gan image-classification face-recognition face-detection object-detection image-segmentation object-tracking object-recognition action-recognition audio-processing pose-estimation anomaly-detection crowd-counting hand-detection fashion-ai background-removal

Updated May 29, 2024
Python

shub-garg / FashionMNIST-DCGAN-Generative-Adversarial-Networks-for-Fashion-Image-Generation

This repository contains an implementation of a Deep Convolutional Generative Adversarial Network (DCGAN) trained on the FashionMNIST dataset. The project aims to generate realistic images of clothing items using a GAN architecture. It includes model definitions, training scripts, and visualizations of generated images at various training stages.

tensorflow pytorch artificial-intelligence generative-adversarial-network gan dcgan deeplearning fashionmnist

Updated May 29, 2024
Jupyter Notebook

Tabular-data-generation

Diyago / Tabular-data-generation

We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.

python machine-learning deep-learning tabular-data gan feature-engineering gans train-dataframe adversarial-filtering

Updated May 28, 2024
Python

SDV

sdv-dev / SDV

Synthetic data generation for tabular data

machine-learning deep-learning time-series generative-adversarial-network gan generative-model data-generation gans synthetic-data sdv multi-table synthetic-data-generation relational-datasets generative-ai generativeai

Updated May 28, 2024
Python

separatrixxx / AI_labs_6_sem

👓 Laboratory work for the 6th semester of MAI on artificial intelligence

python ai keras pytorch gan pyknow

Updated May 28, 2024
Jupyter Notebook

chi0tzp / FALCO

[CVPR 2023, top-10%] Authors official PyTorch implementation of the "Attribute-preserving Face Dataset Anonymization via Latent Code Optimization".

pytorch generative-adversarial-network gan anonymization face-anonymization generative-ai

Updated May 28, 2024
Python

HayatiYrtgl / WGAN-gp-ART

Using WGAN-gp and creating art portraits.

art python tensorflow keras artificial-intelligence generative-adversarial-network gan artificial-neural-networks gans generative generative-adversarial-networks gans-models

Updated May 27, 2024
Python

pollinations / pollinations

Generate Art

nodejs javascript python ipfs gan machinelearning generative diffusion colaboratory colaboratory-notebook

Updated May 29, 2024
Python

voicepaw / so-vits-svc-fork

so-vits-svc fork with realtime support, improved interface and more features.

lightning deep-learning realtime pytorch speech-synthesis gan hacktoberfest voice-conversion voice-changer pytorch-lightning hubert vits sovits so-vits-svc softvc contentvec

Updated May 27, 2024
Python

guntas-13 / SRIP2024

Repo for all the SRIP 2024 work at CVIG Lab IITGN under Prof. Shanmuganathan Raman

generative-adversarial-network gan generative-model image-compression variational-autoencoder diffusion-models gan-inversion

Updated May 27, 2024
Jupyter Notebook

hasnain3142 / Resolution-Enhancement-of-Low-Quality-Images

This repository leverages Generative Adversarial Networks (GANs) to enhance image resolution for various applications, using the Super-Resolution GAN (SRGAN) architecture. The project includes a Jupyter Notebook for model training and a detailed research paper documenting the methodology and results.

tensorflow gan keras-tensorflow srgan esrgan

Updated May 27, 2024
Jupyter Notebook

ahkarami / Great-Deep-Learning-Tutorials

A Great Collection of Deep Learning Tutorials and Repositories

nlp machine-learning deep-neural-networks computer-vision deep-learning gan deep-learning-tutorial

Updated May 27, 2024

ydata-synthetic

ydataai / ydata-synthetic

Synthetic data generators for tabular and time-series data

machine-learning timeseries deep-learning time-series python3 pytorch generative-adversarial-network gan gans synthetic-data training-data datagenerator tensorflow2 gan-architectures datageneration

Updated May 27, 2024
Jupyter Notebook

sunchang0124 / dp_cgans

A library to generate synthetic tabular or RDF data using Conditional Generative Adversary Networks (GANs) combined with Differential Privacy techniques.

synthesizer gan differential-privacy synthetic-data

Updated May 27, 2024
Python

datawhalechina / leedl-tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

machine-learning tutorial reinforcement-learning deep-learning cnn transformer gan rnn pruning transfer-learning bert diffusion self-attention network-compression chatgpt leedl-tutorial

Updated May 27, 2024
Jupyter Notebook

KmAiTsY / Generative-adversarial-network

Generative adversarial network, dataset:

gan

Updated May 26, 2024
Jupyter Notebook

Released June 10, 2014

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Wikipedia: Wikipedia

Related Topics

deep-learning neural-network