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cam

Class Activation Mapping

color-transfer-between-images

This is the open-source implement the paper "Color Transfer between Images" by Erik Reinhard, Michael Ashikhmin, Bruce Gooch and Peter Shirley.

compay-syntax

:microscope: Syntax - the arrangement of whole-slide-images and their image tiles to create well-formed computational pathology pipelines.

course20

Deep Learning for Coders, 2020, the website

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

deeplearningsarcoma

Code from Foersch et al.

fast_wsi_color_norm

Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology

fastai

The fastai deep learning library

firstproj

imgaug

Image augmentation for machine learning experiments.

keras-squeeze-excite-network

Implementation of Squeeze and Excitation Networks in Keras

kfb_convert_svs

The solution to cameyon16 and camelyon17 challenge and also to your own WSI data project.

staintools

Tools for tissue image stain normalisation and augmentation in Python 3

vahadane

Structure-Preserving Color Normalization and Sparse Stain Separation for Histological Images