Pinned Repositories
BayPolypGen-Benchmark
De-biasing (out-of-distribution mitigation) methods based on Bayesian epistemic uncertainties tested on Polyp dataset.
baysharpen-debias
Code relevant for work present in thesis "Visual bias mitigation driven by Bayesian uncertainties"
csgmcmc
Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning
extremeearth-polar
ExtremeEarth Polar Classification - prototype model/testing for ULeeds CDT event, School of Earth and Environment
finetune_alexnet_with_tensorflow
Code for finetuning AlexNet in TensorFlow >= 1.12
flickr8k-custom
Flickr8k dataset for COMP5623M but with labeled test/train set splits.
fwat
A Fast Whole-slide image Annotation Tool (FWAT) for conducting painless studies requiring annotations on whole-slide images.
gmail-delay-send
Automatically exported from code.google.com/p/gmail-delay-send
occam-nets-v1-epis-dev
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.
ysbecca's Repositories
ysbecca/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.
ysbecca/fwat
A Fast Whole-slide image Annotation Tool (FWAT) for conducting painless studies requiring annotations on whole-slide images.
ysbecca/extremeearth-polar
ExtremeEarth Polar Classification - prototype model/testing for ULeeds CDT event, School of Earth and Environment
ysbecca/csgmcmc
Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning
ysbecca/finetune_alexnet_with_tensorflow
Code for finetuning AlexNet in TensorFlow >= 1.12
ysbecca/flickr8k-custom
Flickr8k dataset for COMP5623M but with labeled test/train set splits.
ysbecca/occam-nets-v1-epis-dev
ysbecca/polar-patch
Set of approx 10,000 image patches from ExtremeEarth Polar Use Case Training Data (https://zenodo.org/record/3695276#.YBfpIJP7RhG) with training labels.
ysbecca/PyTorch-BayesianCNN
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
ysbecca/transferred-priors
ysbecca/ysbecca.github.io
The personal blog of a postgraduate student in computer science.
ysbecca/BayPolypGen-Benchmark
De-biasing (out-of-distribution mitigation) methods based on Bayesian epistemic uncertainties tested on Polyp dataset.
ysbecca/baysharpen-debias
Code relevant for work present in thesis "Visual bias mitigation driven by Bayesian uncertainties"
ysbecca/Domain-Adaptation
ysbecca/bcsp-expert
Project studying the differences between difficult diagnoses, particularly epithelial misplacement vs carcinoma.
ysbecca/blue-elephants
Sample Flask app to be deployed for COMP2011 Web Application Development module Autumn2018.
ysbecca/FacialDebiasing
Debiasing: Mitigating Algorithmic Facial Bias repository
ysbecca/imagepy-toolkit
Various helpful functions for simplifying Python image manipulation
ysbecca/isic-subset
Subset of the ISIC Archive for research purposes only.
ysbecca/leeds-bible-seminars
ysbecca/lightning-project-template
Basic PyTorch Lightning project template, with YAML config for hyperparameter tuning.
ysbecca/nerve-trace-project
Nerve trace geometry project with R. W.
ysbecca/openseadragon-annotations
Draw annotations over deep zoom images
ysbecca/python-novice-gapminder
Introduction to Python for non-programmers using gapminder data
ysbecca/pytorch-image-captioning
PyTorch Image Captioning branched from yunjey PyTorch Tutorials for COMP5623
ysbecca/Pytorch-PCGrad
Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"
ysbecca/pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
ysbecca/tensorflow-fun
Fun with TensorFlow
ysbecca/turtle-log
A solution to the scheduled logging problem which combines tasks/post-its and a calendar.
ysbecca/Understanding-CNN
Exploration of convnet filters to understand how convolutional neural networks see the world