The modern replacement for Jupyter Notebooks

This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

The Synbols dataset generator is a ServiceNow Research project that was started at Element AI.

Convert Machine Learning Code Between Frameworks

This repo shows an easy way to download imagenet on a remote server

Source code for "Feature and Label Embedding Spaces Matter in Addressing Image Classifier Bias" (BMVC, 2021).

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

Debiasing: Mitigating Algorithmic Facial Bias repository

Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning

Code to accompany the paper 'Improving model calibration with accuracy versus uncertainty optimization'.

Google Research

Python package facilitating the use of Bayesian Deep Learning methods with Variational Inference for PyTorch

A smaller subset of 10 easily classified classes from Imagenet, and a little more French

A simple way to calibrate your neural network.

Pytorch implementation of convolutional neural network visualization techniques

ImageNet dataset downloader. Creates a custom dataset by specifying the required number of classes and images in a class.

A memory-efficient implementation of DenseNets

Practical assignments of the Deep|Bayes summer school 2019

Master Thesis on Bayesian Convolutional Neural Network using Variational Inference

COCO API - Dataset @ http://cocodataset.org/

PyTorch Tutorial for Deep Learning Researchers

COMP5623 CW1

A script to download the ISIC Archive of lesion images

Reference implementations of popular deep learning models.

QuantumBlack Matplotlib styles

Program for the analysis and visualization of whole-slide images in digital pathology

Draw annotations over deep zoom images

Code for finetuning AlexNet in TensorFlow >= 1.2rc0