Software resources
FAVCI2D - Face verification dataset focused on demographic diversity and difficult imposters
FaVCI2D tackles problematic design choices of existing face verification datasets: (1) imposter pairs are too easy, (2) the demographic diversity is insufficient, and (3) there is disregard for ethical and legal aspects.
Bus Violence: a large-scale benchmark for video violence detection in public transport
The Bus Violence dataset is a large-scale collection of videos depicting violent and non-violent situations in public transport environments.
Software resources
The ImageCLEFAware 2021 Dataset
Images constitute a large part of the content shared on social networks.
Software resources
100-Driver: A Large-scale, Diverse Dataset for Distracted Driver Classification
A large-scale, diverse posture-based distracted diver dataset, with more than 470K images taken by 4 cameras observing 100 drivers over 79 hours from 5 vehicles.
Tutorial/How To/Guides
Algorithmic Impact Assessment tool
The Algorithmic Impact Assessment (AIA) is a mandatory risk assessment tool intended to support the Treasury Board’s Directive on Automated Decision-Making.
Video/Webinars
SAFEXPLAIN Introduction to Trustworthy AI for Safety-Critical Systems
This introductory video provides an overview of the steps taken by the SAFEXPLAIN project to ensure that the AI-based solutions used in safety-critical systems are Trustworthy, explainable and comply with the safety guidelines of diverse industria