junwoopark92

stargan-v2

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

pytorch-mask-rcnn

BrainTumorSegmentation

Brain tumor segmentation for Brats15 datasets

3D-SIS

[CVPR'19] 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans

SpatialEmbeddings

Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth

VisionLearningGroup.github.io

Moment-Matching-for-Multi-Source-Domain-Adaptation-M3SDA

This code was finished before source code hasn't been released.

L2T-ww

Learning What and Where to Transfer (ICML 2019)

RelativisticGAN

Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"

CutMix-PyTorch

Official Pytorch implementation of CutMix regularizer

Generative-Inpainting-pytorch

This is a pytorch version of the Generative Image Inpainting with Contextual Attention

GDWCT

Official PyTorch implementation of GDWCT (CVPR 2019, oral)

Universal-Domain-Adaptation

Code release for Universal Domain Adaptation(CVPR 2019)

AI_Starthon2019

pytorch_wbn

PyTorch implementation of Weighted Batch-Normalization layers

DHDN

PyTorch Implementation of "Densely Connected Hierarchical Network for Image Denoising", CVPRW, NTIRE2019

DIDN

Pytorch Implementation of "Deep Iterative Down-Up CNN for Image Denoising".

MCD_DA

EverybodyDanceNow_reproduce_pytorch

Everybody dance now reproduced in pytorch

visda-2019-public

self-ensemble-visual-domain-adapt

Code repository for the small image experiments our paper 'Self-ensembling for Domain Adaptation'

salad

A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

VQ-VAE

VQ-VAE implementation / pytorch

stargan

StarGAN - Official PyTorch Implementation (CVPR 2018)

awesome-public-datasets

A topic-centric list of HQ open datasets.