Rosun's repositories

pytorch_cluster

PyTorch Extension Library of Optimized Graph Cluster Algorithms

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lighttrack

LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking

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PTSNet

Proposal, Tracking and Segmentation (PTS): A Cascaded Network for Video Object Segmentation

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AdaptiveMaskedProxies

Adaptive Masked Proxies for Few Shot Semantic Segmentation

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ML_GCN

PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.

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rvos

RVOS: End-to-End Recurrent Network for Video Object Segmentation (CVPR 2019)

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deeplabv3plus-pytorch

Here is a pytorch implementation of deeplabv3+ supporting ResNet(79.155%) and Xception(79.945%). Multi-scale & flip test and COCO dataset interface has been finished.

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faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

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semseg

Semantic Segmentation in Pytorch

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human-pose-estimation.pytorch

The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"

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WCT2

Software that can perform photorealistic style transfer without the need of any post-processing steps.

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awesome-computer-vision

A curated list of awesome computer vision resources

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cvpr2019

cvpr2019 papers

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awesome-self-supervised-learning

A curated list of awesome Self-Supervised methods

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deep-high-resolution-net.pytorch

The project is an official implement of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

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VASNet

PyTorch implementation of the ACCV 2018-AIU2018 paper Video Summarization with Attention

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Pytorch-UNet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

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torchstat

Model analyzer in PyTorch

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apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

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lihang-code

《统计学习方法》的代码实现

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pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

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awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

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maskrcnn-benchmark

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

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pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

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gcn

Implementation of Graph Convolutional Networks in TensorFlow

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monodepth

Unsupervised single image depth prediction with CNNs

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Revisiting_Single_Depth_Estimation

official implementation of "Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries"

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CCNet

CCNet: Criss-Cross Attention for Semantic Segmentation

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MANet_for_Video_Object_Detection

Fully Motion-Aware Network for Video Object Detection

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cgnl-network.pytorch

Compact Generalized Non-local Network (NIPS 2018)

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