PyTorch Extension Library of Optimized Graph Cluster Algorithms
LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking
Proposal, Tracking and Segmentation (PTS): A Cascaded Network for Video Object Segmentation
Adaptive Masked Proxies for Few Shot Semantic Segmentation
PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.
RVOS: End-to-End Recurrent Network for Video Object Segmentation (CVPR 2019)
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.
A faster pytorch implementation of faster r-cnn
Semantic Segmentation in 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)"
A curated list of awesome Self-Supervised methods
The project is an official implement of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"
PyTorch implementation of the ACCV 2018-AIU2018 paper Video Summarization with Attention
Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing
Model analyzer in PyTorch
DeepLab v3+ model in PyTorch. Support different backbones.
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
Implementation of Graph Convolutional Networks in TensorFlow
Unsupervised single image depth prediction with CNNs
official implementation of "Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries"
CCNet: Criss-Cross Attention for Semantic Segmentation
Fully Motion-Aware Network for Video Object Detection
Compact Generalized Non-local Network (NIPS 2018)