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3dunetcnn

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

cocoapi

Clone of COCO API - Dataset @ http://cocodataset.org/ - with changes to support Windows build and python3

convlstm-2

Convolutional LSTM for Precipitation Nowcasting

data-science--cheat-sheet

Cheat Sheets

deeplung

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

dsb-2017

Data Science Bowl 2017

dsb3tutorial

faster-rcnn-tensorflow-python3

Tensorflow Faster R-CNN for Windows/Linux and Python 3 (3.5/3.6/3.7)

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

faster-rcnn_tf

Faster-RCNN in Tensorflow

kmeans-anchor-boxes

k-means clustering with the Intersection over Union (IoU) metric as described in the YOLO9000 paper

labelimg

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

luna16

LUNA16 Lung Nodule Analysis - NWI-IMC037 Final Project

luna16-lung-nodule-analysis-2016-challenge

LUNA16-Lung-Nodule-Analysis-2016-Challenge

lung-nodule-processing

Lung nodule image processing for Luna 16 dataset

machine-learning-hands-ons

Machine learning hands-on experence

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.

models

Models and examples built with TensorFlow

pulmonary-nodules-maskrcnn

Mask R-CNN for Pulmonary Nodules Diagnosis, using TensorFlow 天池医疗AI大赛：Mask R-CNN肺部结节智能检测（Segmentation + Classification）

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

py-faster-rcnn-windows

py-faster-rcnn that can compile on windows directly

py3-faster-rcnn-tf

Python 3 implementation of Faster-RCNN tensorflow

segcaps

A Clone version from Original SegCaps source code with enhancements on MS COCO dataset.

segcaps-1

Official Implementation of the Paper "Capsules for Object Segmentation".

slp2-pdf

Speech and Language Processing, 2nd Edition in PDF format

tensorflow-object-detection-api-tutorial-train-multiple-objects-windows-10

How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows

tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

tf-faster-rcnn

Tensorflow Faster RCNN for Object Detection