yakuzeng Goto Github PK

3d-espnet

Efficient Segmentation for Volumetric Data

3d-medical-image-segmentation

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

arbitrary_style_transfer

Fast Neural Style Transfer with Arbitrary Style using AdaIN Layer - Based on Huang et al. "Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization"

augmentor

Image augmentation library in Python for machine learning.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

cgnet

CGNet: A Light-weight Context Guided Network for Semantic Segmentation [arXiv preprint arXiv:1811.08201]

convlstm

Convolutional LSTM for video segmentation with Keras

covid-chestxray-dataset

We are building an open database of COVID-19 cases with chest X-ray or CT images.

cv-news

Summarize the paper and code in Semantation(Semantic Segmentation,2D Medical Segmentation,3D Medical Segmentation,Instance Segmentation,Panoptic Segmentation,CVPR,ECCV,ICCV,MICCAI)

cvpr2020-code

CVPR 2020 论文开源项目合集

deep-learning-for-medical-applications

Deep Learning Papers on Medical Image Analysis

deep_motion_mag

Tensorflow implementation of Learning-based Video Motion Magnification

densenet-tensorflow

Simple Tensorflow implementation of Densenet using Cifar10, MNIST

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

graph_nets

PyTorch Implementation and Explanation of Graph Representation Learning papers involving DeepWalk, GCN, GraphSAGE, ChebNet & GAT.

iic

Invariant Information Clustering for Unsupervised Image Classification and Segmentation

image_registration

Python implementation of 2d and 3d image registration

image_segmentation

pytorch Implementation of U-Net, R2U-Net, Attention U-Net, Attention R2U-Net.

kaggle

Kaggle 项目实战（教程） = 文档 + 代码 + 视频（欢迎参与）

lovaszsoftmax

Code for the Lovász-Softmax loss (CVPR 2018)

mask-rcnn-3d

3d mask rcnn

miccai2019-opensourcepapers

MICCAI 2019 Open Source Papers

mnist_cnn_centerloss_tensorflow

Implementation of the Center Loss Algorithm with CNN on MNIST dataset

nnunet

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

science_rcn

Reference implementation of a two-level RCN model

segmentation.x

Papers and Benchmarks about semantic segmentation, instance segmentation, panoptic segmentation and video segmentation