Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)

Pytorch model zoo for human, include all kinds of 2D CNN, 3D CNN, and CRNN

📖 [译] fast.ai 机器学习和深度学习中文笔记

Open MMLab Detection Toolbox

MSc. Thesis - 3D Convolutional Neural Network for Liver Tumor Segmentation

Validation of the PyTorch -> ONNX -> Intel OpenVino workflow using pretrained ResNet-50

DiceLoss for PyTorch, both binary and multi-class.

Code for 3rd place solution in Kaggle Human Protein Atlas Image Classification Challenge.

Cascade R-CNN in Detectron

Lung fields segmentation on CXR images using convolutional neural networks.

【医学影像分析】3D-CT影像的肺结节检测（LUNA16数据集）

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Deformable Convolutional Networks

基于pytorch框架的classification万用模板

Scripts for the preprocessing of LIDC-IDRI data

Full pipeline of a data science competition (public version)

lung nodule detector using 3d resnet using focal loss

data preprocess for cv, including data aug (general and cutout) for object detection, KITTI, COCO data to VOC

mutil-class focal loss implemented in keras

Code for 1st place solution in Kaggle RSNA Pneumonia Detection Challenge.

a tensorflow implementation for FPN

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

Data Augmentation For Object Detection

3D ResNets for Action Recognition (CVPR 2018)

Video classification tools using 3D ResNet

Keras implementation of MaskRCNN object detection.

A SlidingWindow-Free Accurate and Fast 3D Medical Image Segmentation Framework

RFCN implement based on Keras&Tensorflow

Zero-Shot Learning with GCN (CVPR 2018)

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body