83 open source projects by NVlabs

weakly-supervised object detection platform.

Neural RGB→D Sensing: Per-pixel depth and its uncertainty estimation from a monocular RGB video

Nvdiffrast - Modular Primitives for High-Performance Differentiable Rendering

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

Pruning Neural Networks with Taylor criterion in Pytorch

Multimodal Unsupervised Image-to-Image Translation

STEP: Spatio-Temporal Progressive Learning for Video Action Detection. CVPR'19 (Oral)

Pytorch implementation of SSV: Self-Supervised Viewpoint Learning from Image Collections (CVPR 2020)

NVIDIA's Deep Imagination Team's PyTorch Library

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

CuLE: A CUDA port of the Atari Learning Environment (ALE)

Flickr-Faces-HQ Dataset (FFHQ)

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

Pytorch implementation and demo of FAZE: Few-Shot Adaptive Gaze Estimation (ICCV 2019, oral)

Self-supervised Single-view 3D Reconstruction

Repository collecting all the submodules for the new PyTorch-based OCR System.

StyleGAN - Official TensorFlow Implementation

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

Programmable Neural Network Compression

Fermat is a high performance research oriented physically based rendering system, trying to produce beautiful pictures following the mathematician’s principle of least time

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

Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation (ECCV 2018)

LatentFusion: End-to-End Differentiable Reconstruction and Rendering for Unseen Object Pose Estimation

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

Perceptual Losses for Neural Networks: Caffe implementation of loss layers based on perceptual image quality metrics.

Flexible GPGPU instrumentation

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation

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

PAMTRI: Pose-Aware Multi-Task Learning for Vehicle Re-Identification (ICCV 2019) - Official PyTorch Implementation

Joint Discriminative and Generative Learning for Person Re-identification. CVPR'19 (Oral)

StyleGAN2-ADA - Official PyTorch implementation

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

Bongard-LOGO is a Python code repository with the purpose of generating synthetic Bongard problems on a large scale with little human intervention.

PyTorch implementation of the PoseCNN framework

Semantic Image Synthesis with SPADE

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

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

The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)

Pixel-Adaptive Convolutional Neural Networks (CVPR '19)

PlaneRCNN detects and reconstructs piece-wise planar surfaces from a single RGB image

Intrinsic3D - High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization with Spatially-Varying Lighting (ICCV 2017)

Geometry-Aware Learning of Maps for Camera Localization (CVPR2018)

Superpixel Sampling Networks (ECCV2018)