dais-ita

interpretability-papers

Papers on interpretable deep learning, for review

cogni-sketch

Graphical knowledge capture environment for human-machine collaboration

SLProbLog

interpretability_for_adversarial_detection

Work exploring using interpretability techniques such as saliency maps to help detect machine learning adversarial attacks

interpretability_framework

Project 5 AFM 2018 Demo - Modular Interpretability Interface

cogni-sketch-contrib-twitter

Twitter integration for the cogni-sketch environment

dais-ita.github.io

Legacy files for the DAIS website, hosted via github pages

DeepProbCEP

Neuroplytorch

node-red-tfl

A node red prototype of a service toolbox to answer questions concerning traffic in London

relevance-heatmaps

Exploring the work found at http://www.heatmapping.org/ in the context of congestion.

CAVPolicy

CAVPolicy Dataset, CE model and ASG Hypothesis Space for the publication "A Generative Policy Model for Connected and Autonomous Vehicles"

Creation-of-low-resolution-vehicle-dataset

csu_fascilitated_by_svr

BPP4 and BPP5 AFM 2018 Demo showing coalition situational understanding fascilitated by symbolic vector represenation service orchistration

explanation_metric

Early work looking at developing a metric for explainability & interpretability

asg-ml-comparison

Supporting materials for an ASG and ML comparison paper (publication pending)

coalition-data

Conceptual model and generated dataset as presented in the publication "Synthetic Ground Truth for Evaluating Generative Policy Models".

cogni-sketch-plugins

A collection of common plugins for the cogni-sketch environment

counting_nb_of_cars

Project integrating 3 modules (RCNN, CNN and Optical Flow) that count the number of cars that appear in a video.

DDTD

DAIS Decision Tree Demo - a pilot environment to explore the ability for human users to process interpretations and whether such processing can have a positive effect on the accuracy of a human-machine collaborative system.

ELP

Faster-RCNN_TF

Faster-RCNN in Tensorflow

image-annotation

logistical-resupply-scenario

Data to support the Logistical Resupply scenario vignette as first described in the DAIS-ITA general scenario

p6-afm-demo

P6-TrafficScenarioJsonLDpy

sl-data-dais

Controlled English models for the ongoing DAIS-ITA research programme. Designed to be explored via the science-library application. Live hosted version can be found at http://sl.dais-ita.org/science-library

Transfer_Learning

Transfer learning using inception_resnet_v2

vadr

Visual / audible discriminative relevance demo code.