ChelovekHe's repositories
end2end-all-conv
End-to-end training for breast cancer diagnosis using deep all convolutional networks
cardiac-segmentation
Right Ventricle Cardiac MRI Segmentation：2D U-net，2D Dilated u-nets, 2D Dilated densenets: multiple scales at once
3d-DenseNet
3D Dense Connected Convolutional Network (3D-DenseNet for action recognition)
Augmentor
Image augmentation library in Python for machine learning.
Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
cnn_finetune
Fine-tune CNN in Keras
deep-mil-for-whole-mammogram-classification
Zhu, Wentao, Qi Lou, Yeeleng Scott Vang, and Xiaohui Xie. "Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification." MICCAI 2017.
DenseNet
Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).
DLTK
Deep Learning Toolkit for Medical Image Analysis
imfractal
A library to compute (multi)fractal dimensions of images written in Python.
LightWeightHOG
A fast HOG feature extractor
LungCancerDetection
Lung cancer detection framework: LIDC sensitivities 0.839 per 4 false
morphsnakes
Morphological snakes for image segmentation and tracking
pytorch-caffe-darknet-convert
convert between pytorch, caffe prototxt/weights and darkness cfg/weights
RFCN-tensorflow
RFCN implementation in TensorFlow
SENet
Squeeze-and-Excitation Networks
squeezeDet
A tensorflow implementation for SqueezeDet, a convolutional neural network for object detection.
sru
Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)
tensorflow-plot
📈 TensorFlow Plot Ops (In Progress)
torchsample
High-Level Training, Data Augmentation, and Utilities for Pytorch