Rosun's repositories
awesome-computer-vision
A curated list of awesome computer vision resources
lihang-code
《统计学习方法》的代码实现
AdaptiveMaskedProxies
Adaptive Masked Proxies for Few Shot Semantic Segmentation
awesome-self-supervised-learning
A curated list of awesome Self-Supervised methods
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
CCNet
CCNet: Criss-Cross Attention for Semantic Segmentation
cgnl-network.pytorch
Compact Generalized Non-local Network (NIPS 2018)
deep-high-resolution-net.pytorch
The project is an official implement of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"
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.
faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn
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)"
lighttrack
LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking
MANet_for_Video_Object_Detection
Fully Motion-Aware Network for Video Object Detection
maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
monodepth
Unsupervised single image depth prediction with CNNs
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
pytorch-deeplab-xception
DeepLab v3+ model in PyTorch. Support different backbones.
Pytorch-UNet
Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing
pytorch_cluster
PyTorch Extension Library of Optimized Graph Cluster Algorithms
Revisiting_Single_Depth_Estimation
official implementation of "Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries"
rvos
RVOS: End-to-End Recurrent Network for Video Object Segmentation (CVPR 2019)
semseg
Semantic Segmentation in Pytorch
torchstat
Model analyzer in PyTorch