Justin0111
PhD candidate in Northwestern Polytechnical University (NPU) Computer Vision, Medical Image Procssing
Pinned Repositories
3D-ResNets-PyTorch
3D ResNets for Action Recognition (CVPR 2018)
AH-Net
The Pytorch implementation of the 3D Anisotropic Hybrid Network described in the paper "3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes"
Awesome-Self-Supervised-Papers
Paper bank for Self-Supervised Learning
awesome-semantic-segmentation-pytorch
Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)
BioExp
Explainability of Brain Tumour Segmentation Models
COVID19_imaging_AI_paper_list
COVID-19 imaging-based AI paper collection
deep-high-resolution-net.pytorch
The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"
DenseASPP
DenseASPP for Semantic Segmentation in Street Scenes
DenseNet
Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).
V-Net.pytorch
A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation
Justin0111's Repositories
Justin0111/3D-ResNets-PyTorch
3D ResNets for Action Recognition (CVPR 2018)
Justin0111/Awesome-Self-Supervised-Papers
Paper bank for Self-Supervised Learning
Justin0111/awesome-semantic-segmentation-pytorch
Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)
Justin0111/BioExp
Explainability of Brain Tumour Segmentation Models
Justin0111/COVID19_imaging_AI_paper_list
COVID-19 imaging-based AI paper collection
Justin0111/deep-high-resolution-net.pytorch
The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"
Justin0111/detectron2
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
Justin0111/EfficientNet-PyTorch
A PyTorch implementation of EfficientNet
Justin0111/EMANet
The code for Expectation-Maximization Attention Networks for Semantic Segmentation (ICCV'2019 Oral)
Justin0111/fastai
The fastai deep learning library, plus lessons and tutorials
Justin0111/FastFCN
FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation.
Justin0111/FCOS
FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)
Justin0111/GSCNN
Gated-Shape CNN for Semantic Segmentation (ICCV 2019)
Justin0111/HRNet-Semantic-Segmentation
High-resolution representation learning (HRNets) for Semantic Segmentation
Justin0111/Inf-Net
code for "Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Scans" TMI2020.
Justin0111/inplace_abn
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs
Justin0111/Medical-Cross-Modality-Domain-Adaptation
[IJCAI'18] Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss (code&data)
Justin0111/medical-imaging-datasets
A list of Medical imaging datasets.
Justin0111/ModelsGenesis
Official Keras&PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019
Justin0111/nnUNet
Justin0111/PointRend-PyTorch
A PyTorch implementation of PointRend: Image Segmentation as Rendering
Justin0111/pytorch-grad-cam
PyTorch implementation of Grad-CAM
Justin0111/Pytorch-Synchronized-BatchNorm
Synchronized batchnorm for pytorch
Justin0111/res2net-plus
Res2Net architecture with improved stem and Mish activation function
Justin0111/SegLoss
A collection of loss functions for medical image segmentation
Justin0111/senet.pytorch
PyTorch implementation of SENet
Justin0111/SKNet
try to implement the CVPR 2019 paper "Selective Kernel Networks" by PyTorch
Justin0111/Synchronized-BatchNorm-PyTorch
Synchronized Batch Normalization implementation in PyTorch.
Justin0111/TorchSeg
Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.
Justin0111/transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习