NVIDIA Research Projects

timeloop

abstract-fps

SCOPS

SCOPS: Self-Supervised Co-Part Segmentation (CVPR'19)

stylegan2

StyleGAN2 - Official TensorFlow Implementation

ffhq-dataset

Flickr-Faces-HQ Dataset (FFHQ)

extreme-view-synth

matchlib

SystemC/C++ library of commonly-used hardware functions and components for HLS.

stylegan

StyleGAN - Official TensorFlow Implementation

few-shot-vid2vid

Pytorch implementation for few-shot photorealistic video-to-video translation.

few_shot_gaze

tensorcom

DG-Net

CVPR2019 Joint Discriminative and Generative Learning for Person Re-identification

SPADE

Semantic Image Synthesis with SPADE

FUNIT

Translate images to unseen domains in the test time with few example images.

MUNIT

Multimodal Unsupervised Image-to-Image Translation

condensa

Programmable Model Compression

nvbio

NVBIO is a library of reusable components designed to accelerate bioinformatics applications using CUDA.

Dancing2Music

Taylor_pruning

Pruning Neural Networks with Taylor criterion in Pytorch

iccv2019-mixed-precision-tutorial

cub

CUB is a flexible library of cooperative threadblock primitives and other utilities for CUDA kernel programming.

webloader

Efficient DataLoader for PyTorch and Keras for loading datasets from web servers and object stores.

selfsupervised-denoising

High-Quality Self-Supervised Deep Image Denoising - Official TensorFlow implementation of the NeurIPS 2019 paper

SENSE

SENSE: a Shared Encoder Network for Scene-flow Estimation

Deep_Object_Pose

Deep Object Pose Estimation (DOPE) – ROS inference (CoRL 2018)

noise2noise

Noise2Noise: Learning Image Restoration without Clean Data - Official TensorFlow implementation of the ICML 2018 paper

High-res-disentanglement-datasets

Datasets for new state-of-the-art challenge in disentanglement learning

NVBit

STEP

CVPR2019 STEP: Spatio-Temporal Progressive Learning for Video Action Detection

GA3C

Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.