zmlshiwo's repositories

3dmatch-toolbox

3DMatch - a 3D ConvNet-based local geometric descriptor for aligning 3D meshes and point clouds.

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AdaptSegNet

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

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capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

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Deformable-ConvNets-caffe

Deformable Convolutional Networks on caffe

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Dense-Spatial-Transform-Flow

Public Caffe implementation of Dense Spatial Transform Flow

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diracnets

Training Very Deep Neural Networks Without Skip-Connections

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drn

Dilated Residual Networks

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ESPNet

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

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flownet2

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

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flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

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flownet3d

FlowNet3D: Learning Scene Flow in 3D Point Clouds

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GeoNet

Code for GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose (CVPR 2018)

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google-research

Google Research

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instance-segmentation-pytorch

Semantic Instance Segmentation with a Discriminative Loss Function in PyTorch (https://arxiv.org/abs/1708.02551)

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LightNet

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

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LiteFlowNet

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR18 (Spotlight)

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models

Models and examples built with TensorFlow

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ppm

PatchMatch algorithms for motion estimation and stereo reconstruction

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pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

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pytorch-CycleGAN-and-pix2pix

Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)

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Pytorch-Deeplab

DeepLab-ResNet rebuilt in Pytorch

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pytorch-spynet

a reimplementation of Optical Flow Estimation using a Spatial Pyramid Network in PyTorch

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rcf

Richer Convolutional Features for Edge Detection

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RefineDet

Single-Shot Refinement Neural Network for Object Detection

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semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

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the-gan-zoo

A list of all named GANs!

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toflow

TOFlow: Video Enhancement with Task-Oriented Flow

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UnFlow

UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss

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