Pinned Repositories
cpath_preprocess
Repository for the hands on data wrangling session at 'PathLAKE Data Science for Computational Pathology'
dsf-cnn
Dense Steerable Filter CNN
e2cnn
E(2)-Equivariant CNNs Library for Pytorch
harmonicConvolutions
Deep Translation and Rotation Equivariance
hovernet_inference
HoVer-Net inference code for simultaneous nuclear segmentation and classification
immunotherapy
Masterclass-Hackathon
A deep learning model of mutation prediction using a form of a transfer learning from H&E images. It is provided as a baseline to the Hackathons participants in PathLAKE masterclass, Royal College of Pathologists, London 2020.
segmentation_zoo
Library of segmentation networks
StainTools
Tools for tissue image stain normalisation and augmentation in Python 3 [!important]
hover_net
Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.
simongraham's Repositories
simongraham/dsf-cnn
Dense Steerable Filter CNN
simongraham/hovernet_inference
HoVer-Net inference code for simultaneous nuclear segmentation and classification
simongraham/segmentation_zoo
Library of segmentation networks
simongraham/cpath_preprocess
Repository for the hands on data wrangling session at 'PathLAKE Data Science for Computational Pathology'
simongraham/StainTools
Tools for tissue image stain normalisation and augmentation in Python 3 [!important]
simongraham/e2cnn
E(2)-Equivariant CNNs Library for Pytorch
simongraham/harmonicConvolutions
Deep Translation and Rotation Equivariance
simongraham/immunotherapy
simongraham/Masterclass-Hackathon
A deep learning model of mutation prediction using a form of a transfer learning from H&E images. It is provided as a baseline to the Hackathons participants in PathLAKE masterclass, Royal College of Pathologists, London 2020.
simongraham/post_processing
Post Processing
simongraham/pytorch-retinanet
Pytorch implementation of RetinaNet object detection.
simongraham/scikit-learn
scikit-learn: machine learning in Python
simongraham/SE2CNN
simongraham/simongraham.github.io
Simon Graham
simongraham/stats_measures_classification
Scripts to calculate statistical measurements for classification
simongraham/stats_measures_segmentation
Scripts to calculate statistical measurements for segmentation
simongraham/tensorflow
An Open Source Machine Learning Framework for Everyone
simongraham/tensorpack
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility