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l_dmi

Code for NeurIPS 2019 Paper, "L_DMI: An Information-theoretic Noise-robust Loss Function"

machine-learning

manifoldmixupv2

Manifold-Mixup implementation for fastai V2

margin_calibration

A new designed learning objective for deep image segmentation.

markdown-resume

:necktie:支持markdown和富文本的在线简历排版工具

master-thesis-bayesiancnn

Master Thesis on Bayesian Convolutional Neural Network using Variational Inference

mcn

[CVPR2020] Multi-task Collaborative Network for Joint Referring Expression Comprehension and Segmentation, CVPR2020 (oral)

medical-data

medical-datasets

tracking medical datasets, with a focus on medical imaging

medical-imaging

This repository contains my work on semantic segmentation for thyroid ultrasound images

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.

medicalseg

medicaltorch

A medical imaging framework for Pytorch

medicalzoopytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

megamedical

Official repository for processing files and notes amongst a large variety of datasets.

melanoma_segmentation

Segmentation of skin cancers on ISIC 2017 challenge dataset.

metrics

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

miccai-lits2017

liver segmentation using deep learning

miccai-opensourcepapers

MICCAI 2020 Open Source Papers

miccai2021-openreviewanalysis

Starting from MICCAI 2021, all accepted papers and their corresponding reviews are publicly available on OpenReview. This repo contains some high-level summarizations of this year's MICCAI papers based on OpenReview.

midllatextemplate

Latex template for the MIDL Conference

mixup

Implementation of the mixup training method

mmcv

Open MMLab Computer Vision Foundation

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

models

Models and examples built with TensorFlow

monai

AI Toolkit for Healthcare Imaging

mpvit

MPViT:Multi-Path Vision Transformer for Dense Prediction in CVPR 2022

mrnet

mscg-net

Multi-view Self-Constructing Graph Convolutional Networks with Adaptive Class Weighting Loss for Semantic Segmentation

mssa

Code for the paper Semantic Segmentation With Multi Scale Spatial Attention For Self Driving Cars