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3dfasterrcnn_lungnoduledetector

a-cnn-roadmap

A reading roadmap of CNN and Deep Learning basics.

ai-job-notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

augmentor

Image augmentation library in Python for machine learning.

batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

brats2018_nvnet

Implementation of NvNet

cased-tensorflow

Simple Tensorflow implementation of "Curriculum Adaptive Sampling for Extreme Data Imbalance" with multi GPU using LUNA16 (MICCAI 2017) / LUNA16 Tutorial

cgnet

CGNet: A Light-weight Context Guided Network for Semantic Segmentation

deeplung

WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"

dltk

Deep Learning Toolkit for Medical Image Analysis

dsb2017

Code for 2nd place solution to the 2017 National Data Science Bowl

dsb2017-1

The solution of team 'grt123' in DSB2017

gcforest

This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'

interview-notebook

:calendar: 准备秋招学习笔记

lidc_nodule_detection

lidc nodule detection with CNN and LSTM network

m2det

M2Det: A Single-Shot Multi-Scale Multi-Level Network for Object Detection

machine-learning-yearning-cn

Machine Learning Yearning 中文版官方授权翻译仓库

mask_rcnn

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

medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

medicaldetectiontoolkit-1

mlds

MLDS course task

monai

AI Toolkit for Healthcare Imaging

niftynet

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

nnunet

o-cnn

O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis

partiallyreversibleunet

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

rcf

Richer Convolutional Features for Edge Detection

simpleitk-notebooks

Jupyter notebooks for learning how to use SimpleITK

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs