AI-Driven Road Maintenance Inspection v2: Reducing Data Dependency & Quantifying Road Damage

no code implementations • 7 Oct 2022 • Haris Iqbal, Hemang Chawla, Arnav Varma, Terence Brouns, Ahmed Badar, Elahe Arani, Bahram Zonooz

Road infrastructure maintenance inspection is typically a labor-intensive and critical task to ensure the safety of all road users.

Few-Shot Learning object-detection +3

Highlighting the Importance of Reducing Research Bias and Carbon Emissions in CNNs

no code implementations • 6 Jun 2021 • Ahmed Badar, Arnav Varma, Adrian Staniec, Mahmoud Gamal, Omar Magdy, Haris Iqbal, Elahe Arani, Bahram Zonooz

We highlight that there is a need to rethink the design and evaluation of CNNs to alleviate the issue of research bias and carbon emissions.

Fairness

AI Driven Road Maintenance Inspection

no code implementations • 4 Jun 2021 • Ratnajit Mukherjee, Haris Iqbal, Shabbir Marzban, Ahmed Badar, Terence Brouns, Shruthi Gowda, Elahe Arani, Bahram Zonooz

Road infrastructure maintenance inspection is typically a labour-intensive and critical task to ensure the safety of all the road users.

object-detection Object Detection +1