luoxd1996 Goto Github PK

deeplearning

Some practices about deep learning

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

dextr-pytorch

Deep Extreme Cut http://www.vision.ee.ethz.ch/~cvlsegmentation/dextr

efficientnet-pytorch

A PyTorch implementation of EfficientNet

emkd

The code of IEEE TMI paper Efficient Medical Image Segmentation Based on Knowledge Distillation

face_deid_ct

Function to de-identify the face of patients in head CTs

fastgeodis

Fast Implementation of Generalised Geodesic Distance Transform for CPU (OpenMP) and GPU (CUDA)

frost

FROST: Faster and more Robust One-shot Semi-supervised Training

gatedcrfloss

genemutationfromhe

Gene mutation and pathway activity prediction from H&E slides

geodistk

geodesic distance transform of 2d/3d images

han5k

[In Progressing]HaN5K: A project to develop foundation models for structure delineation in head and neck radiotherapy based on more than 5K CT scans and 10K clinical volumetric organs.

image-similarity

计算图片之间的相似度

imgaug

Image augmentation for machine learning experiments.

interseg

[In Progressing] A strong baseline for interactive medical image segmentation, refinement, and annotation.

intseg

Interactive Image Segmentation with Latent Diversity

jigendg

Repository for the CVPR19 oral paper "Domain Generalization by Solving Jigsaw Puzzles"

labelimg

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

learning-loss-for-active-learning

Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]

lnctvseg

Deep learning for lymph node clinical target volume delineation in nasopharyngeal carcinoma radiotherapy.

lungmask

Automated lung segmentation in CT

luoxd1996.github.io

Home page of Xiangde.

lyprox

Web app for exploring patterns and correlations in the lymph node level involvements of head & neck cancer patients.

mas-memory-aware-synapses

Memory Aware Synapses method implementation code

matplotlib-draggable-plot

An example of draggable plot for matplotlib

matrad

An open source multi-modality radiation treatment planning sytem

matrix-theory-homework

Matrix-theory-homework

medicalzoopytorch

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

miccai-opensourcepapers

MICCAI 2020 Open Source Papers

mideepseg

[MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning