Evaluation of Confidence-based Ensembling in Deep Learning Image Classification

no code implementations • 3 Mar 2023 • Rafael Rosales, Peter Popov, Michael Paulitsch

The key idea is to create successive model experts for samples that were difficult (not necessarily incorrectly classified) by the preceding model.

Binary Classification Classification +2

Towards Identifying and closing Gaps in Assurance of autonomous Road vehicleS -- a collection of Technical Notes Part 1

no code implementations • 28 Feb 2020 • Robin Bloomfield, Gareth Fletcher, Heidy Khlaaf, Philippa Ryan, Shuji Kinoshita, Yoshiki Kinoshit, Makoto Takeyama, Yutaka Matsubara, Peter Popov, Kazuki Imai, Yoshinori Tsutake

This report provides an introduction and overview of the Technical Topic Notes (TTNs) produced in the Towards Identifying and closing Gaps in Assurance of autonomous Road vehicleS (Tigars) project.

Autonomous Vehicles