Eason's starred repositories
segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
SegLossOdyssey
A collection of loss functions for medical image segmentation
EDSR-PyTorch
PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)
pydensecrf
Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.
maskscoring_rcnn
Codes for paper "Mask Scoring R-CNN".
Unet-Segmentation-Pytorch-Nest-of-Unets
Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
pytorch-best-practice
A Guidance on PyTorch Coding Style Based on Kaggle Dogs vs. Cats
vnet.pytorch
A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation
Pluralistic-Inpainting
[CVPR 2019]: Pluralistic Image Completion
wechat-export
📃 Export WeChat chat histories to HTML files.
boundary-loss
Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in MedIA, volume 67, January 2021.
Shift-Net_pytorch
Pytorch implementation of Shift-Net: Image Inpainting via Deep Feature Rearrangement (ECCV, 2018)
EDSR-Tensorflow
Tensorflow implementation of Enhanced Deep Residual Networks for Single Image Super-Resolution
Mask_RCNN_Pytorch
Mask R-CNN for object detection and instance segmentation on Pytorch
DenseSharp
[Cancer Research] 3D Deep Learning from CT Scans Predicts Tumor Invasiveness of Subcentimeter Pulmonary Adenocarcinomas
Deeplab_pytorch
All version of deeplab implemented in Pytorch
deep_alignment_network_pytorch
PyTorch Implementation of the Deep Alignment Network
CNN-2D-X-Ray-Catheter-Detection
Catheter segmentation in X-Ray fluoroscopy using convolutional neural networks.
catheter_detection
Automatic catheter detection in pediatric X-ray images using a scale-recurrent network and synthetic data
PerfusionCT-Net
A UNet for the analysis of perfusion CT imaging in the setting of acute ischemic stroke.
Skull_Stripping
CT_SKULL_STRIP_EXAMPLE