848 Open source projects that are alternatives of or similar to Keras Gan

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

Pytorch implementation of pix2pix for various datasets.

Collection of generative models in Tensorflow

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

Invert the color of MNIST images with PyTorch

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"

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

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

An implementation of DiscoGAN in tensorflow

GAN in Tensorflow to be run via Linux command line

Qualia is a deep learning framework deeply integrated with automatic differentiation and dynamic graphing with CUDA acceleration. Qualia was built from scratch.

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

Computer code collated for use with Artificial Intelligence Engines book by JV Stone

由淺入深的深度學習資源 Collection of deep learning materials for everyone

Implementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training

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

A High-Quality PyTorch Implementation of "Globally and Locally Consistent Image Completion".

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

Periodic Spatial Generative Adversarial Networks

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 !

Official PyTorch implementation of "Artist Style Transfer Via Quadratic Potential"

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Example projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.

[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

PyTorch implementation of CycleGAN

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

Official PyTorch implementation of GDWCT (CVPR 2019, oral)

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

pytorch 包教不包会

Speech Enhancement Generative Adversarial Network in TensorFlow

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

Voice Conversion by CycleGAN (语音克隆/语音转换)：CycleGAN-VC3

Continious Generative Adversarial Network

Denoising Autoencoders for Phenotype Stratification

MemeGen is a web application where the user gives an image as input and our tool generates a meme at one click for the user.

Highway networks implemented in PyTorch.

Using Tensorflow to classify the NIST Dataset 19 (Handwriting)

Examples trained using the python pytorch package pro-gan-pth

Deep Learning tools for brain medical images

GPU accelerated Deep Belief Network

A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.

simple neural network library in ANSI C

Adventure into using multi attention recurrent neural networks for time-series (city traffic) for the 2017-11-18 McKinsey IronMan (24h non-stop) prediction challenge

Official PyTorch implementation of paper "A Hybrid Compact Neural Architecture for Visual Place Recognition" by M. Chancán (RA-L & ICRA 2020) https://doi.org/10.1109/LRA.2020.2967324

Lyrics-to-audio-alignement system. Based on Machine Learning Algorithms: Hidden Markov Models with Viterbi forced alignment. The alignment is explicitly aware of durations of musical notes. The phonetic model are classified with MLP Deep Neural Network.

Crystal Graph Neural Networks

The implementation of Relativistic average GAN with Keras

爬虫+脸部识别+DCGAN脸部自动生成

TensorHub is a library built on top of TensorFlow 2.0 to provide simple, modular and repeatable abstractions to accelerate deep learning research.

人脸和动漫脸的互转

This repository stores the files used for my summer internship's work on "teacher-student learning", an experimental method for training deep neural networks using a trained teacher model.

Reproducing MuJoCo benchmarks in a modern, commercial game /physics engine (Unity + PhysX).

Finding the genre of a song with Deep Learning

Tensorflow implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network" (Ledig et al. 2017)

Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH

Augmenting word embeddings with their surrounding context using bidirectional RNN

Official Repsoitory for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]

Generative Adversarial Networks in Keras

PyTorch implementation of " Synthesizing Audio with Generative Adversarial Networks"