negative09's repositories
3DUnetCNN
Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation
Augmentor
Image augmentation library in Python for machine learning.
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
awsome-domain-adaptation
A collection of AWESOME things about domian adaptation
cardio
CardIO is a library for data science research of heart signals
code-of-learn-deep-learning-with-pytorch
This is code of book "Learn Deep Learning with PyTorch"
ConvCRF
This repository contains the reference implementation for our proposed Convolutional CRFs.
DeepLung
WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"
deepmedic
Efficient Multi-Scale 3D Convolutional Neural Network for Brain Lesion Segmentation
Detectron.pytorch
A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.
ffn
Flood-Filling Networks for instance segmentation in 3d volumes.
flownet2-pytorch
Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Introduction-to-Machine-Learning
This repo will house all our course material and code snippets from the Introduction to Machine Learning Class
lihang-code
《统计学习方法》的代码实现
lung_nodule_classifier
lung nodule classifier for 9 attribute
lung_nodule_detector
lung nodule detector using 3d resnet using focal loss
MedicalNet
Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.
MeshCNN
Convolutional Neural Network for 3D meshes in PyTorch
mlpractical
Machine Learning Practical course repository
mrivis
Visualization and comparison of 3d MRI scans and activation maps (T1, T2, EPI, PET)
pix2pixHD
Synthesizing and manipulating 2048x1024 images with conditional GANs
Pixel2Mesh
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images. In ECCV2018.
pulmonarytoolkit
Lung medical image analysis and visualisation software for Matlab.
pycpd
Pure Numpy Implementation of the Coherent Point Drift Algorithm
PyTorch-Encoding
A PyTorch Toolbox
RegNet
Nonrigid image registration using multi-scale 3D convolutional neural networks
ssd.pytorch
A PyTorch Implementation of Single Shot MultiBox Detector
UNet-Zoo
A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation