Zifan Chen's repositories
wassdistance
Approximating Wasserstein distances with PyTorch
PoseNFS
PyTorch implementation of Pose Neural Fabrics Search (PNFS)--Neural architecture search for human pose estimation
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)"
focal_loss_pytorch
A PyTorch Implementation of Focal Loss.
similar-yolov1-pytorch
The core method yolov1 but uses resnet, loss function, input and output, etc.
pytorch-fcn
PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)
pytorch-cifar100
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)
ResNet50-Unet
Segmentation for vertebra in MR images
MobilePose-pytorch
Light-weight Single Person Pose Estimator
deep-high-resolution-net.pytorch
The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"
pytorch-yolo2
Convert https://pjreddie.com/darknet/yolo/ into pytorch
chet.github.com
My infomation page
pytorch-YOLO-v1
an experiment for yolo-v1, including training and testing.
PoseFix_RELEASE
Official TensorFlow implementation of "PoseFix: Model-agnostic General Human Pose Refinement Network", CVPR 2019
LovaszSoftmax
Code for the Lovász-Softmax loss (CVPR 2018)
SpaceNet_Off_Nadir_Solutions
Winning algorithms for the SpaceNet 4: Off-Nadir Building Footprint Detection Challenge
pytorch-FCN-easiest-demo
PyTorch Implementation of Fully Convolutional Networks (a very simple and easy demo).
DiceLoss-PyTorch
DiceLoss for PyTorch, both binary and multi-class.
segmentation
Semantic Segmentation for Pelvic CT image (PyTorch)
object-detection-data-augmentation
data augmentation python
DetNet_pytorch
An implementation of DetNet: A Backbone network for Object Detection.
focal-loss.pytorch
Focal loss implemention by PyTorch
cowc_car_counting
Project to train/evaluate convolutional neural networks to count cars from COWC aerial images
video-classification-3d-cnn-pytorch
Video classification tools using 3D ResNet
NetVLAD-pytorch
PyTorch implementation of NetVLAD & Online Hardest Triplet Loss.
MNIST_center_loss_pytorch
A PyTorch implementation of center loss on MNIST
big-data
一个开源、成体系的大数据学习教程。——每周日更新