huangjin520 Goto Github PK

animal_fatty_liver

非酒精性脂肪肝

breast-cancer-image-classification-on-wsi-with-spatial-correlations

Breast Cancer Image Classification On WSI With Spatial Correlations

caffe

Caffe: a fast open framework for deep learning.

cvpr2020-code

CVPR 2020 论文开源项目合集

deep_learning_in_wsi

将深度学习用于病理图像分析以及Openslide和OpenCV使用入門資料

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

densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

digitalhistopath

doi-system

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

extract_roi_from_wsi

fast-pathology

⚡ Open-source software for deep learning-based digital pathology

finetune_alexnet_with_tensorflow

Code for finetuning AlexNet in TensorFlow >= 1.2rc0

he2her2

This repository contains software developed to participate to the HEROHE Challenge (recognition of HER2 status from HE slides).

hello-word

the first experience of using github

hyperdl-tutorial

深度学习教程整理 | 干货

iciar2018

Contains code for the ICIAR 2018 Breast cancer challenge

iciar2018_bach_challenge-da-refinenet

we proposes a dual input semantic segmentation network for WSI based on attention

linear-self-attention

各种工具实现

lung_da

Unsupervised Domain Adaptation for Lung AC

multiscale

ncrf

Cancer metastasis detection with neural conditional random field (NCRF)

nn_interpretability

Pytorch implementation of various neural network interpretability methods

pandas-official-tutorials-zh

:book: [译] Pandas 官方教程

pandas_exercises

Practice your pandas skills!

pathologygo

Core components of PathologyGo, the AI assistance system designed for histopathological inference.

pcl_image_segment

image segment for remote sense image

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

py-wsi

Python package for dealing with whole slide images (.svs) for machine learning, particularly for fast prototyping. Includes patch sampling and storing using OpenSlide. Patches may be stored in LMDB, HDF5 files, or to disk. It is highly recommended to fork and download this repository so that personal customisations can be made for your work.

pyth