YunpengShen's starred repositories
MedicalZooPytorch
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
Pixel2MeshPlusPlus
Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation. In ICCV2019.
morphsnakes
Morphological snakes for image segmentation and tracking
Tube-Segmentation-Framework
A software for fast segmentation and centerline extraction of tubular structures (e.g. blood vessels and airways) from different modalities and organs using GPUs and OpenCL
Pixel2Mesh
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images. In ECCV2018.
Active-Contour-Loss
Implementation of active contour loss function
PolyLaneNet
Code for the paper entitled "PolyLaneNet: Lane Estimation via Deep Polynomial Regression" (ICPR 2020)
Codes-for-Lane-Detection
Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)
MICCAI-Challenge-Models
Trained models of MICCAI 2020 challenges.
graph-based-nn
Graph Convolutional Networks (GCNs)
polyrnn-pp-pytorch
PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)
polyrnn-pp
Inference Code for Polygon-RNN++ (CVPR 2018)
deeplearning-models
A collection of various deep learning architectures, models, and tips
ITK_Anisotropic
Anisotropic Fast-Marching and Anisotropic Diffusion codes for the C++ library ITK
pytorch_geometric
Graph Neural Network Library for PyTorch
cuda_spatial_deform
A fast tool to do image augmentation on GPU(especially elastic_deform), can be helpful to research on Medical Image.