847 Open source projects that are alternatives of or similar to Few Shot Patch Based Training

Privacy-preserving generative deep neural networks support clinical data sharing

Image Inpainting via Generative Multi-column Convolutional Neural Networks, NeurIPS2018

Spectral Normalization for Keras Dense and Convolution Layers

Pytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"

SpecGAN - generate audio with adversarial training

GIF is a photorealistic generative face model with explicit 3D geometric and photometric control.

Train a StyleGAN2 model on Colaboratory to generate Steam banners.

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

Using Machine Learning to predict the type of exercise from movement data

Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".

My solutions for Assignments of CS231n: Convolutional Neural Networks for Visual Recognition

Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation

ICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation

The Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN"

A sketch extractor for anime/illustration.

Use keras.js and cyclegan-keras to colorize manga automatically. All computation in browser. Demo is online:

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]

Semantic Image Inpainting

Awesome GAN for Medical Imaging

Deploy and scale serverless machine learning app - in 4 steps.

Unsupervised anomaly detection with generative model, keras implementation

A DCGAN to generate anime faces using custom mined dataset

Generative Adversarial Networks and Autoencoders for 3D Shapes

DCGAN image generator 🖼️.

GANnotation (PyTorch): Landmark-guided face to face synthesis using GANs (And a triple consistency loss!)

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

Simple code implement the paper of CartoonGAN(CVPR2018)

Official Pytorch implementation of Adversarial Segmentation Loss for Sketch Colorization [ICIP 2021]

Regularizing Generative Adversarial Networks under Limited Data (CVPR 2021)

(WIP) Implementation of Creative Adversarial Networks https://arxiv.org/pdf/1706.07068.pdf

Collection of generative models in Pytorch version.

See Triple-GAN-V2 in PyTorch: https://github.com/taufikxu/Triple-GAN

Virtual Clothing Try-on with Deep Learning. PyTorch reproduction of SwapNet by Raj et al. 2018. Now with Docker support!

ArtGAN: This work presents a series of new approaches to improve Generative Adversarial Network (GAN) for conditional image synthesis and we name the proposed model as “ArtGAN”. Implementations are in Caffe/Tensorflow.

A stable algorithm for GAN training

Deep Learning Super Sampling with Deep Convolutional Generative Adversarial Networks.

Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)

(CVPR 2019 Oral) Style Transfer with Geometric Deformation

PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"

Official pytorch implementation of the IrwGAN for unaligned image-to-image translation

A Survey on Text-to-Image Generation/Synthesis.

Stochastic Adversarial Video Prediction

Everything about Generative Adversarial Networks

🖼 A collection of high-quality anime faces.

StoryGAN: A Sequential Conditional GAN for Story Visualization

Generative Adversarial Network that learns to generate handwritten digits. (Learning Purposes)

TensorFlow implementations of Wasserstein GAN with Gradient Penalty (WGAN-GP), Least Squares GAN (LSGAN), GANs with the hinge loss.

Code and dataset for Single Underwater Image Restoration by Contrastive Learning, IGARSS 2021, oral.

PyTorch implementation of "Wasserstein-2 Generative Networks" (ICLR 2021)

TriangleGAN, ACM MM 2019.

CoMoGAN: continuous model-guided image-to-image translation. CVPR 2021 oral.

Listing my favorite research papers 📝 from different fields as I read them.

Unpaired Caricature Generation with Multiple Exaggerations (TMM 2021)

Showcasing various fun adventures with GANs

Pytorch implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

[AAAI 2019] TET-GAN: Text Effects Transfer via Stylization and Destylization

Compute FID scores with PyTorch.

Code for "Semantic Object Accuracy for Generative Text-to-Image Synthesis" (TPAMI 2020)