64 Open source projects that are alternatives of or similar to Sam

CFG-GAN: Composite functional gradient learning of generative adversarial models

A high-level framework for advanced deep learning with TensorFlow

Collection of generative models in Tensorflow

papers and codes about GAN

Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression

CVPR 2019: "Pluralistic Image Completion"

tensorflow2.x implementations of Generative Adversarial Networks.

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

Code and Data Release for GenRe (NeurIPS 2018) and ShapeHD (ECCV 2018)

Easy-to-follow Pytorch tutorial Notebook for Multi-Agent-Diverse-Generative-Adversarial-Networks

GAN in Tensorflow to be run via Linux command line

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN

No description or website provided.

Research Framework for easy and efficient training of GANs based on Pytorch

Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synthesis" (ICLR 2021)

[IEEE TIP'2021] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang

GAN model using PyTorch

An implementation of DiscoGAN in tensorflow

Automatic feature engineering using Generative Adversarial Networks using Deeplearning4j and Apache Spark.

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

DGMs for NLP. A roadmap.

Code for "Adversarial and Perceptual Refinement Compressed Sensing MRI Reconstruction"

Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT'

Invert the color of MNIST images with PyTorch

CVPR 2021: "Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE"

SteganoGAN is a tool for creating steganographic images using adversarial training.

Speech Enhancement Generative Adversarial Network in TensorFlow

Generative Deep Learning Sessions led by Anugraha Sinha (Machine Learning Tokyo)

Code to train and evaluate the GeNeVA-GAN model for the GeNeVA task proposed in our ICCV 2019 paper "Tell, Draw, and Repeat: Generating and modifying images based on continual linguistic instruction"

This is a pix2pix demo that learns from edge and translates this into view. A interactive application is also provided that translates edge to view.

Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"

Semi-supervised Learning GAN

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

[CVPR 2022] StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

Guided Conditional Wasserstein GAN for De Novo Protein Design

Keras implementations of Generative Adversarial Networks.

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

Generative Adversarial Transformers

Generator loss to reduce mode-collapse and to improve the generated samples quality.

Pytorch implementation of Generated Image Quality Assessment

PyTorch implementation of Conditional Deep Convolutional Generative Adversarial Networks (cDCGAN)

Implementation of Papers on Adversarial Examples

A PyTorch implementation of alpha-GAN

PyTorch implementation of CycleGAN

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network implemented in Keras

[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics

This is a pix2pix demo that learns from pose and translates this into a human. A webcam-enabled application is also provided that translates your pose to the trained pose. Everybody dance now !

Pytorch implementation of pix2pix for various datasets.

Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core

Implementation of TransGanFormer, an all-attention GAN that combines the finding from the recent GanFormer and TransGan paper

Learning Chinese Character style with conditional GAN

[AAAI20] TensorFlow implementation of the Collaborative Sampling in Generative Adversarial Networks

Codes for the paper 'Learning to Fuse Music Genres with Generative Adversarial Dual Learning' ICDM 17

Project Page of 'Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks'

Deep Learning in Haskell

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

Generative Adversarial Networks (GANs) resources sorted by citations

Generative Adversarial Network for single image super-resolution in high content screening microscopy images