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deep-admm-net

deep-image-prior

Image restoration with neural networks but without learning.

deep-mri-reconstruction

Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction: Implementation & Demo

deep-slr

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fastmri-reproducible-benchmark

Try several methods for MRI reconstruction on the fastmri dataset. Home to the XPDNet, runner-up of the 2020 fastMRI challenge.

ftvnnr_dynamic_mri

This contains source codes of MedIA18 paper

gancs

Compressed Sensing MRI based on Deep Generative Adversarial Network

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

giraf

MATLAB implementation of the GIRAF algorithm for convolutional structured low-rank matrix recovery

google-research

Google Research

hit_doctor_opening

哈工大本部博士开题报告模板，基于hithesis修改

hithesis

嗨！thesis！哈尔滨工业大学毕业论文LaTeX模板

ismrmrd-python-tools

ISMRMRD Python Toolbox

lg-pge-mrf

A simple implementation of the MS-LLR-MRF for MRF reconstruction

lg-vit-mrf

A simple implementation of the LG-ViT Net for MRF reconstruction

lowrankcnn

Low-rank convolutional neural networks

matlab_p2

medical-image-dataset

医疗影像数据集

mirt

Michigan Image Reconstruction Toolbox (MIRT) - Matlab version

models

Models and examples built with TensorFlow

modl

MoDL: Model-Based Deep Learning Architecture for Inverse Problems

mri_tools

python based MRI tools

ms-llr-mrf

A simple implementation of the MS-LLR-MRF for MRF reconstruction

pytorch_ema

Tiny PyTorch library for maintaining a moving average of a collection of parameters.

rmn

IJCAI2020: Learning to Discretely Compose Reasoning Module Networks for Video Captioning

scikit-image

Image processing in Python

sl-sp-mrf

论文代码实现：”High-quality MR Fingerprinting Reconstruction using Structured Low-rank Matrix Completion and Subspace Projection“

source-code-notebook

关于一些经典论文源码的逐行中文笔记