xzf125244170's repositories
Auto-context-R-CNN
Implementation by Pytorch for auto-context model for RCNNs
2D-Ultrasound-detection-and-segmentation
【医学影像分析】2D超声图像的分割检测（Ultrasound Nerve Segmentation | Kaggle数据集）
3D-Medical-Segmentation-GAN
3D Liver Segmentation with GAN
4Dsurvival
Deep learning cardiac motion analysis for survival prediction
a-new-scale-aware-loss-
inspared by 《Scale-Aware Trident Networks for Object Detection》
BraTS2018-tumor-segmentation
We provide DeepMedic and 3D UNet in pytorch for brain tumore segmentation. We also integrate location information with DeepMedic and 3D UNet by adding additional brain parcellation with original MR images.
BraTS2018_NvNet
Implementation of NvNet
CFUN
Combining Faster R-CNN and U-net for efficient whole heart segmentation
cinc-challenge2017
ECG classification from short single lead segments (Computing in Cardiology Challenge 2017 entry)
Classification-of-Hyperspectral-Image
Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network
DenseSharp
3D Deep Learning from CT Scans Predicts Tumor Invasiveness of Subcentimeter Pulmonary Adenocarcinomas
DropBlock-pytorch
Implementation of DropBlock in Pytorch
EDANet
Implementation details for EDANet
GAPNet-PL
A not so accurate implementation of GAPNet-PL
HSI-SR-GDRRN
Single Hyperspectral Image Super-Resolution with Grouped Deep Recursive Residual Network
IVD-Net
Repository containing the source code of the IVD-Net segmentation network that we proposed for the MICCAI 2018 IVD segmentation challenge.
kaggle_human_protein_baseline
Human Protein Atlas Image Classification baseline:0.461
Kaggle_TGS2018_4th_solution
Kaggle TGS Salt Identification Challenge 2018 4th place code
keras-flask-deploy-webapp
:smiley_cat: Pretty&simple image classifier app template. Deploy your own trained model or pre-trained model (VGG, ResNet, Densenet) to a web app using Flask in 10 minutes.
melanoma_segmentation
Segmentation of skin cancers on ISIC 2017 challenge dataset.
pixel_link
Implementation of our paper 'PixelLink: Detecting Scene Text via Instance Segmentation' in AAAI2018
RPNet
Hyperspectral Image Classification via a Random Patches Network
rsna-pneumonia
3rd place solution for RSNA pneumonia detection challenge
simpledet
A Simple and Versatile Framework for Object Detection and Instance Recognition
SSUN
Spectral-Spatial Unified Networks for Hyperspectral Image Classification
sunets
PyTorch Implementation of Stacked U-Nets (SUNets)