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acdc_segmenter

Public code for our submission to the 2017 ACDC Cardiac Segmentation challenge

awesome-deep-vision

A curated list of deep learning resources for computer vision

bibm

brainstorm

Implementation of "Data augmentation using learned transforms for one-shot medical image segmentation"

cadlab

Imaging Biomarkers and Computer-Aided Diagnosis Laboratory

cardiac-segmentation

Convolutional Neural Networks for Cardiac Segmentation

cnn-mar

Convolutional neural network based metal artifact reduction (CNN-MAR) in x-ray computed tomography

crfasrnn

This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vision/

dan

Deep Atlas Network

deep-learning-models

Keras code and weights files for popular deep learning models.

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

digit

digital meter numbers detection. :one: :two: :three:

dncnn

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

fast-rcnn

Fast R-CNN

fcis

Fully Convolutional Instance-aware Semantic Segmentation

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

first_ai_of_medical_treatment_of_tianchi

天池医疗AI大赛[第一季]：肺部结节智能诊断总结

gongning-luo

hrnet-image-classification

Train the HRNet model on ImageNet

kaggle-dsb2-keras

Keras tutorial for Kaggle 2nd Annual Data Science Bowl

kaggle_dsb2

Solutions

kaggle_ndsb2

3rd place solution for the second kaggle national datascience bowl

kaggledata

kaggledata

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

keras-rcnn

Keras package for region-based convolutional neural networks

lasc

Left Atrial Segmentation Challenge 2013

lvrvnet

mask_rcnn

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

meduncertainty

Uncertainty in Medical Image Analysis

miccai2019-opensourcepapers

MICCAI 2019 Open Source Papers