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Aman Gupta's Projects

draggan icon draggan

Official Code for DragGAN (SIGGRAPH 2023)

edge-connect icon edge-connect

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

exgan icon exgan

Adversarial Generation of Extreme Samples

fabsoften icon fabsoften

Unofficial implementation of "FabSoften: face beautification via dynamic skin smoothing, guided feathering, and texture restoration"

ffhqr-dataset icon ffhqr-dataset

FFHQR -- the first large-scale retouching dataset for computer vision research.

gan icon gan

PyTorch implementations various forms of GAN .

ganhacks icon ganhacks

starter from "How to Train a GAN?" at NIPS2016

generative-inpainting-pytorch icon generative-inpainting-pytorch

A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)

generative-models icon generative-models

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN

generative_inpainting icon generative_inpainting

DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

gfpgan icon gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

gpt-2 icon gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gpt-neo icon gpt-neo

An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.

gpt-neox icon gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

greaselm icon greaselm

[ICLR 2022 spotlight]GreaseLM: Graph REASoning Enhanced Language Models for Question Answering

inpainting_gmcnn icon inpainting_gmcnn

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

keras-gan icon keras-gan

Keras implementations of Generative Adversarial Networks.

keras-unet-collection icon keras-unet-collection

The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.

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