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.
DLTK
Deep Learning Toolkit for Medical Image Analysis
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
squeezeDet
A tensorflow implementation for SqueezeDet, a convolutional neural network for object detection.
tensorflow-plot
📈 TensorFlow Plot Ops (In Progress)
torchsample
High-Level Training, Data Augmentation, and Utilities for Pytorch