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albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

beautiful-visualization-with-python

python数据可视化之美

beautiful-visualization-with-r

《R语言数据可视化之美》配套代码

cnn_demo

all kinds of CNN architecture

data-science-bowl-2018

DATA-SCIENCE-BOWL-2018 Find the nuclei in divergent images to advance medical discovery

deepmedic

Efficient Multi-Scale 3D Convolutional Neural Network for Brain Lesion Segmentation

detection_tumor

dss

code for "Deeply supervised salient object detection with short connections" published in CVPR 2017

generative_adversarial_networks_live

gluon-tutorials-zh

通过 MXNet / Gluon 来动手学习深度学习

kaggle-carvana-image-masking-challenge

keras-cam

Keras implementation of class activation mapping

keras-unet

a small unet trained on several datasets (head+shoulder now, person soon)

labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

leopardpan.github.io

个人博客，看效果进入

lidc_nodule_detection

lidc nodule detection with CNN and LSTM network

lung-segmentation-3d

Lung fields segmentation on tomography images using convolutional neural networks.

medicaldetectiontoolkit

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.

mmdetection

Open MMLab Detection Toolbox and Benchmark

models

Models and examples built with TensorFlow

niftynet

An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

pgbm

pgbm-rbm

public

pygcn

Graph Convolutional Networks in PyTorch

pytorch-0.4-yolov3

Yet Another Implimentation of Pytroch 0.4 and YoloV3 on python3

salient-object-detection

This is tensorflow implementation for cvpr2017 paper "Deeply Supervised Salient Object Detection with Short Connections"

tensorflow-

Tensorflow实战学习笔记、代码、机器学习进阶系列

tensorflow-cookbook

Simple Tensorflow Cookbook for easy-to-use