GitHub topics: dcgan-pytorch

Repositories

tungtt30/CatFaceGenerator

Create AI models using AI :D

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This project implements a Deep Convolutional Generative Adversarial Network (DCGAN) from scratch using PyTorch to generate realistic human faces. The model is trained on the CelebA dataset and demonstrates the fundamental principles of adversarial training between a Generator and a Discriminator.

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AgaMiko/pixel_character_generator

Generating retro pixel game characters with Generative Adversarial Networks. Dataset "TinyHero" included.

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MrAnayDongre/Machine-Learning-Collection

Repo for Implementing Research Papers & Projects related to Machine Learning

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AnshChoudhary/GAN-Implementation

This repository was created as a comprehensive guide to GAN architectures and their implementations.

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billy-enrizky/DCGAN-Face-Generator

Presenting a Deep Convolutional Generative Adversarial Network (DCGAN) for generating anime faces. The process involves training a discriminator and generator neural network on a dataset comprising 21,551 manually resized anime faces (64x64 pixels). The generator is capable of producing realistic anime faces after being trained for 50 epochs.

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zainnabtarrek/vae-dcgan-image-generation_pytorch

This repository provides a comprehensive exploration of generative models and serves as a foundation for future advancements .

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YasinShafiei/FashionMnist_DCGAN

DCGAN Fashion MNIST generator

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Metaphysicist1/Font-Letter-Generation

Font generation using GAN technology

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RFerrari7/Digital-Signal-and-Image-Management

This project aims to apply three digital signal and image classification management techniques: Mono-Dimensional signal classification, Bi-Dimensional signal classification and the development of a Deep Convolutional GAN.

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sdivyanshu90/DeepLearning.AI-Generative-Adversarial-Networks-GANs-Specialization

This repository contains coursework and projects from the DeepLearning.AI GANs Specialization, covering topics like building GANs, advanced architectures (DCGANs, WGANs, StyleGANs), and applications in data augmentation and image-to-image translation.

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DashankaNadeeshanDeSilva/Surface_defect_image_generation_with_DCGAN

DCGAN model to generate metal surface defect images

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Kikumu/DCGAN-with-facedata

This repository Investigates DCGAN using facedata. Serves as a personal cautionary tale when working with GANS.

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Omanshu209/Generative-AI

Generative Adversarial Networks (Vanilla GAN, DCGAN)

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cezarmendes/Generating-HumanFaces-DCGAN

Generating Realistic Human Faces with Generative Networks

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nemat-al/Architecture-of-Neural-Networks

Tasks for Architecture of Neural Networks Course @ ITMO University

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suryansh-sinha/Conditional-DCGAN

A Conditional Deep Convolutional Generative Adversarial Network implemented in PyTorch, trained on the Fashion MNIST dataset.

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jibinmathew69/PyTorch1.x-Tutorial

This is repository teaching PyTorch1.0.

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FabioD-Junior/GenerativeAI

This repository contains notebooks with academic projects to practice and explore image creation using AI, where the use of VAE (Variational Autoencoders) and GANs (Generative Adversarial Networks) was explored to generate human faces based on a dataset with examples.

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OmarAzizi/DCGAN-Implementation

Deep Convolutional Generative Adversarial Network (DCGAN) implementation using PyTorch trained on the MNIST dataset to generate images of handwritten digits

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Amr-Abdellatif/Gan-series-DCGAN-implmented-from-scratch-using-PyTorch

In This Repo I've Built DC-GAN as a part of Gan Series I'm Building

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RevanthPosina/Fake-Face-Generator-Using-DCGAN-Model

To generate fake faces as accurate as possible with simplified CelebA data set using Discriminator Network

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Shiva18A/GANs

GAN implementation in PyTorch

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JayYik/GAN_implementations

Implementations of GANs

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explainingai-code/DCGAN-Pytorch

This repo implements DCGAN model and trains it on MNIST and Celeb Faces dataset

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tooth2/Celeb-Face-Generation

A PyTorch Implementation of DCGAN on a dataset of celebrity faces.

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tooth2/House-Number-Recognition

Using DCGAN, detect and recognize house number from google street view

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bkhanal-11/generative-deep-learning

Road towards diffusion models.

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akashe/UnsupervisedLearning

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Raman-Lab-UCLA/Multiclass_Metasurface_InverseDesign

Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasurfaces. Reference: https://onlinelibrary.wiley.com/doi/10.1002/adom.202100548

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mr-ravin/DCGAN-Image-Generation-in-Pytorch 📦

Implementation of DCGAN in Pytorch for generating colour images of 64 x 64 resolution.

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karthikbhamidipati/face-generation-GANs

A project on generating faces using Deep Convolutional Generative Adversarial Networks which is trained on celebrity faces

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Gigi-G/Anime-Face-Generation

The objective of this project is to use the following Kaggle dataset (https://www.kaggle.com/datasets/soumikrakshit/anime-faces), in order to generate anime faces using a Deep Convolutional Generative Adversarial Network (DCGAN).

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anshuman-8/GAN-face-gen

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pointandclickinterface/gans

A series of generative adversarial networks I have made, mostly for image generation.

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dragonHyeon/pytorch-basic-model-implementation

Implemented basic deep learning models using PyTorch

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YanLogovskiy/steganography_pytorch

Generative Adversarial Networks applied to steganography information security problem

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aiterahai/dcgan-pytorch

PyTorch Implementation of DCGAN

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hiepnguyen034/cartoon_GAN

Simple PyTorch model that generates cartoon faces using GAN

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therealcyberlord/dcgan-abstract-art

Using DCGAN to generate images of abstract art, with the option to upscale with ESRGAN.

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Moddy2024/Anime-Face-Generation

Anime Face Generation using GANS and Label Smoothing.

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peppe-99/Inpainting-with-GAN

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AbhinavS99/Generative-Adversarial-Networks-Based-Text-to-Image-Generation

Generating real life images from textual description using DCGANs

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HocRiser01/DCGAN

Generate anime avatar with DCGAN

Language: Python - Size: 288 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

junhoseo0/improved-dcgan 📦

PyTorch Implementation of Improved Techniques for Traning Gans

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the-neural-networker/deep-convolutional-gan

Implementation of the deep convolutional GAN paper titled "Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks" using PyTorch and PyTorch Lightning.

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Miaad2004/Generating-Flowers-with-DCGANs-in-Pytorch

Generating images of flowers using deep convolutional generative adversarial networks (DCGANs) in the Pytorch framework.

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ika9810/CryptoPunks-with-DCGAN

In this project, we will use DCGAN (Deep Convolutional Generative Adversarial Network) and train it on the CryptoPunks dataset to generate new punks.

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jashrathod/Deepfake-Face-Generation

Fake Face Generation using DCGANs

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junhoseo0/pytorch-dcgan 📦

PyTorch Implementation of Deep Convolutional Generative Adversarial Networks (DCGAN)

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samarth0898/SimpleGANs

PyTorch implementations of simple GANs for lightweight generative modeling of input distributions.

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Jason-CKY/pokeGAN_fusion

Deep Convolutional GANs to generate new Pokemon

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Nemat-Allah-Aloush/Architecture-of-Neural-Networks

Tasks for Architecture of Neural Networks Course at ITMO University

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Moeinh77/Simpson-face-generator-DCGAN-pytorch

Generating simpson faces using Deep Convolutional Generative Adversarial Networks, written in PyTorch.

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as791/Adversarial-Examples-of-Pokemon

The implementation of DCGAN using PyTorch to generate adversarial examples of pokemon.

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parikshitkumar1/Image-Generation-using-Generative-Networks

A web-app based on Wasserstein Generative Adversarial Network architecture with GP that generates multiple realistic paintings, trained on 8k Albrecht Dürer's paintings, includes super-res mode.

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ysbsb/dcgan-pytorch-cifar10

Simple implement of DCGAN on CIFAR10 with one code

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andreamagnante/LegoMinifigure-GANs

Generate Lego Minifigures & Faces implementing four different type of GANs in Pytorch

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ches-001/Deep-Convolutional-Generative-Adversarial-Networks

Deep Convolutional Generative Adversarial Networks

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eneskarpuz/dcgan-torchserve

🔥 DCGAN TorchServe Handler Example

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bernardpg/DCGAN_selu

celeba_dataset

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rohitkuk/AnimeGAN

Generating Anime Images by Implementing Deep Convolutional Generative Adversarial Networks paper

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Abhradipta/Generation-Of-Synthetic-Images-With-DCGANs-In-Keras-From-Fashion-MNIST-Dataset

Generation Of Synthetic Images From Fashion MNIST Dataset With DCGANs In Keras.

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MisterEkole/DC_GAN

A pytorch implementation of a DCGAN(Deep Convolutional Generative Adversarial Network); a basic GAN with generator and discriminator being deep convnet The model was trained on abstract images dataset from kaggle. The goal here was to use DCGAN to generate abstract fake images from real ones.

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